Quantum simulation
Open accessAbstract
Simulating quantum mechanics is known to be a difficult computational problem, especially when dealing with large systems. However, this difficulty may be overcome by using some controllable quantum system to study another less controllable or accessible quantum system, i.e., quantum simulation. Quantum simulation promises to have applications in the study of many problems in, e.g., condensed-matter physics, high-energy physics, atomic physics, quantum chemistry, and cosmology. Quantum simulation could be implemented using quantum computers, but also with simpler, analog devices that would require less control, and therefore, would be easier to construct. A number of quantum systems such as neutral atoms, ions, polar molecules, electrons in semiconductors, superconducting circuits, nuclear spins, and photons have been proposed as quantum simulators. This review outlines the main theoretical and experimental aspects of quantum simulation and emphasizes some of the challenges and promises of this fast-growing field.
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TL;DR
This review surveys quantum simulation—using controllable quantum systems to emulate less accessible quantum systems—covering digital and analog approaches, physical platforms, resource requirements, and applications. It argues that practical quantum simulators may be realized before full-scale quantum computers, with neutral atoms in optical lattices and trapped ions currently among the most advanced platforms.
Key findings
- Classical simulation of quantum systems scales exponentially: representing the state of 40 spin-1/2 particles requires \(2^{40} \approx 10^{12}\) numbers, about \(3.2 \times 10^{13}\) bits or 4 TB in single precision, while 80 spins would require about \(3.8 \times 10^{25}\) bits.
- Quantum simulators can store this information more compactly: the state of 40 spin-1/2 particles that needs a 4 TB classical register can be represented by a 40-qubit register.
- Resource estimates for digital quantum simulation (DQS) of chemical dynamics suggest that outperforming current classical computers would require at least 100 qubits and over 200,000 quantum gates per step; for molecular hydrogen, a precision of \(\pm 10^{-4} E_h\) was achieved with about 522 gates.
- Experimentally, the most advanced DQS has been realized with trapped ions, simulating spin models with up to six spins and one experiment requiring sequences of more than 100 quantum gates; neutral atoms in optical lattices are described as the most advanced platform for analog quantum simulation (AQS), with hundreds of ions used in a two-dimensional ion array for a spin-system simulation.
Methods
- This is a review article, not a primary experimental or theoretical study; it synthesizes theoretical and experimental literature on quantum simulation.
- It organizes the field into digital quantum simulation, analog quantum simulation, and quantum-information-inspired classical algorithms, and discusses resource estimation, fault tolerance, physical realizations, and applications.
- The paper reviews platforms including neutral atoms, trapped ions, polar molecules, nuclear and electronic spins, superconducting circuits, photons, and other systems, with applications in condensed-matter physics, high-energy physics, cosmology, atomic physics, quantum chemistry, open quantum systems, nuclear physics, and interferometry.
Limitations
- The paper states that given the breadth of topics, not all technical details can be provided and directs readers to references; it also notes that initial-state preparation and measurement in AQS have not been thoroughly discussed in the literature.
- The paper states that resource estimation for AQS has not received much work, and that decoherence and errors in quantum simulation require further study, especially for each physical implementation.
- Evident from the text: as a broad review, it does not present a systematic meta-analysis or new primary data, and its performance comparisons rely on cited proposals and experiments rather than a unified benchmark.
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- Findingcitation§ I. INTRODUCTION · p. 2
Some proof-of-principle experiments on quantum simulation have already been realized.
“In fact, some proofof-principle experiments on quantum simulation have already been realized (see e.g. (Friedenauer et al. , 2008; Gerritsma et al. , 2010; Greiner et al. , 2002; Kim et al. , 2010; Lanyon et al. , 2010; Leibfried et al. , 2002; Neeley et al. , 2009)).”
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- cites Gerritsma et al., 2010
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- cites Greiner et al., 2002
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- Findingreasoning§ II. THE PROBLEM · p. 3
For N = 40, storing the state requires 2^40 ≈ 10^12 numbers.
“This implies storing 2 40 ≈ 10 12 numbers for | φ 〉”
Quote in the paperSubstantial claim - Findingnone given§ IV. DIGITAL AND ANALOG QUANTUM SIMULATION · p. 4
The storage capacity of N qubits is exponentially larger than that of N classical bits.
“For example, the storage capacity of N qubits is exponentially larger than that of N classical bits .”
Quote in the paperSubstantial claim - Findingreasoning§ II. THE PROBLEM · p. 3
Doubling the number of spins to 80 would require about 3.8 × 10^25 bits, or 5 × 10^12 TB.
“Double the number of spins, and ∼ 3 . 8 × 10 25 bits (or 5 × 10 12 TB) would be required.”
Quote in the paperSubstantial claim - Findingreasoning§ II. THE PROBLEM · p. 3
Calculating the time evolution of N spin-1/2 particles requires exponentiating a 2^N × 2^N matrix.
“Calculating the time evolution of this system requires exponentiating a 2 N × 2 N matrix.”
Quote in the paperSubstantial claim
- Findingnone given§ II. THE PROBLEM · p. 3
Representing the state of N spin-1/2 particles requires 2^N numbers, namely the complex probability amplitudes for the different spin configurations, without including the particles' motional degrees of freedom.
“For instance, representing the state of N spin-1/2 particles requires 2 N numbers (namely the complex probability amplitudes for the different spin configurations), and this is without including the particles' motional degrees of freedom.”
Quote in the paperSubstantial claim - Findingreasoning§ II. THE PROBLEM · p. 3
Assuming single precision, about 3.2 × 10^13 bits, that is 4 TB, are required to represent the spin state of 40 particles in a computer memory.
“Assuming single precision, about ∼ 3 . 2 × 10 13 bits, that is 4 TB (terabytes), are required to represent the spin state of 40 particles in a computer memory.”
Quote in the paperSubstantial claim - Findingreasoning§ IV. DIGITAL AND ANALOG QUANTUM SIMULATION · p. 4
The quantum state of N = 40 spin-1/2 particles, which would require a 4 TB classical memory register, can be represented by a 40-qubit register.
“Going back to the example given in the previous section, the quantum state of N = 40 spin-1/2 particles, which would require a 4TB classical memory register, can be represented by a 40qubit (i.e. 5-quantum-byte) register.”
Quote in the paperSubstantial claim - Findingnone given§ C. Superconducting circuits · p. 16
High-fidelity one-, two- and three-qubit quantum gates have been demonstrated for superconducting qubits.
“Furthermore high-fidelity one-, two and three-qubit quantum gates have been demonstrated.”
Quote in the paperSubstantial claim - Findingcitation§ 3. Quantum phase transitions · p. 21
In quantum magnets, the transition from a para- to an anti-ferromagnet was emulated using two trapped calcium ions.
“In quantum magnets, the transition from a para- to an anti-ferromagnet was emulated using two trapped calcium ions in (Friedenauer et al. , 2008).”
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- Findingcitation§ 4. Disordered and frustrated systems · p. 22
In a recent experiment, the motional degrees of freedom of atoms trapped in an optical lattice were used to simulate ferromagnetic, antiferromagnetic and frustrated classical spin configurations.
“In a recent experiment, the motional degrees of freedom of atoms trapped in an optical lattice were used to simulate ferromagnetic, antiferromagnetic and frustrated classical spin configurations (Struck et al. , 2011).”
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- Findingcitation§ D. Photons · p. 17
The propagation of photons in a network of beam splitters is in general a computationally difficult task for classical computers even for a few tens of photons.
“Recently, it was shown that the propagation of photons in a network of beam splitters is in general a computationally difficult task for classical computers even for a few tens of photons (Aaronson and Arkhipov, 2011), and corresponding experiments with up to four photons were performed (Broome et al. , 2013; Crespi et al. , 2013; Spring et al. , 2013; Tillmann et al. , 2013).”
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- Findingcitation§ C. Superconducting circuits · p. 16
Individual control and measurement have been demonstrated for superconducting qubits.
“Individual control and measurement have been demonstrated (Mariantoni et al. , 2011).”
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- Findingcitation§ F. Current state of the art · p. 18
Since no error correction was used, the fidelity of the DQS implementation was somewhat lower than for the AQS implementation in the same system.
“Since no error correction was used, the fidelity of the DQS implementation was somewhat lower than for the AQS implementation in the same system (see (Friedenauer et al. , 2008)).”
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- Findingcitation§ F. Current state of the art · p. 18
With current experimental state-of-the-art techniques, the most advanced DQS has been realized with trapped ions.
“With the current experimental state-of-the-art techniques, the most advanced DQS has been realized with trapped ions (Lanyon et al. , 2011).”
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- Findingcitation§ VIII. CONCLUDING REMARKS · p. 31
Even with a small-scale quantum simulator, exciting physical phenomena could be explored.
“even with a small-scale quantum simulator exciting physical phenomena could be explored”
Quote in the paperSubstantial claim - Premisecitation§ I. INTRODUCTION · p. 2
A proposed solution to the problem of simulating quantum mechanics came in the new type of computer envisaged by Richard Feynman, the quantum computer.
“A proposed solution to this problem came in the new type of computer envisaged by Richard Feynman (Feynman, 1982) - the quantum computer.”
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- Premisecitation§ S. Ashhab † · p. 1
Simulating quantum mechanics is a difficult computational problem, especially when dealing with large systems.
“Simulating quantum mechanics is known to be a difficult computational problem, especially when dealing with large systems.”
- Also stated in: § I. INTRODUCTION · p. 2 · boosted
“Thirty years ago, in the early 1980s, it had become clear that simulating quantum mechanics is a very challenging problem (Feynman, 1982; Manin, 1980).”
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- cites Manin, 1980
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- Also stated in: § I. INTRODUCTION · p. 2 · boosted
- Premisereasoning§ I. INTRODUCTION · p. 2
Simulating the temporal evolution of a quantum system requires a number of operations that also increases exponentially with the size of the system.
“Furthermore, simulating the temporal evolution of the system requires a number of operations that also increases exponentially with the size of the system.”
Quote in the paperSubstantial claim - Premisereasoning§ I. INTRODUCTION · p. 2
The huge amount of computer memory needed to store the quantum state of a large physical system is one obvious difficulty in simulating quantum mechanics.
“One obvious difficulty is the huge amount of computer memory needed to store the quantum state of a large physical system.”
Quote in the paperSubstantial claim - Premisecitation§ I. INTRODUCTION · p. 2
The technologies required for the coherent control of quantum systems have matured enough to allow for the physical implementation of practical quantum simulation in the very near future.
“Second, the technologies required for the coherent control of quantum systems have matured enough to allow for the physical implementation of practical quantum simulation in the very near future.”
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- cites Ladd et al., 2010
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- Premisecitation§ I. INTRODUCTION · p. 2
A quantum computer, i.e., an ensemble of well-defined qubits that can be initialized, measured and on which universal quantum gates can be performed, can indeed act as a universal quantum simulator.
“More than a decade later, it was shown (Lloyd, 1996) that a quantum computer (i.e., an ensemble of welldefined qubits that can be initialized, measured and on which universal quantum gates can be performed) can indeed act as a universal quantum simulator.”
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- Premisenone given§ I. INTRODUCTION · p. 2
The quantum state of a large physical system is described by a number of parameters that grows exponentially with the system size.
“This state is described by a number of parameters that grows exponentially with the system size (which is generally defined as the number of particles or degrees of freedom in the system).”
Quote in the paperSubstantial claim - Interpretationreasoning§ I. INTRODUCTION · p. 2
The simulation of quantum systems in general remains a hard task even for today's supercomputers.
“Therefore, the simulation of quantum systems in general remains a hard task even for today's supercomputers.”
Quote in the paperSubstantial claim - Interpretationreasoning§ I. INTRODUCTION · p. 2
Practical quantum simulation is expected to become a reality well before full-fledged quantum computers.
“It is therefore expected that practical quantum simulation will become a reality well before full-fledged quantum computers.”
Quote in the paperNot a substantial claim - Premisereasoning§ I. INTRODUCTION · p. 2
The exponential explosion in simulating quantum systems is unavoidable unless approximation methods such as Monte Carlo methods are used.
“This exponential explosion is unavoidable, unless approximation methods (e.g. Monte Carlo methods) are used.”
Quote in the paperSubstantial claim - Interpretationreasoning§ I. INTRODUCTION · p. 2
A quantum computer as defined above is not necessarily required for implementing quantum simulation.
“However, a quantum computer (as defined above) is not necessarily required for implementing quantum simulation.”
Quote in the paperSubstantial claim - Premisenone given§ A. Digital quantum simulation (DQS) · p. 4
The implemented unitary operation obtained from the decomposition into single- and two-qubit gates is generally an approximation of the desired unitary evolution.
“Furthermore, it must be stressed that the implemented unitary operation (i.e. that obtained from the decomposition into single- and two-qubit gates) is generally an approximation of the desired unitary evolution.”
Quote in the paperNot a substantial claim- The authors state this as an assumption: There is no restriction in applying one- and two-qubit gates and all qubits of the simulator can be individually addressed and measured.
- Interpretationreasoning§ A. Digital quantum simulation (DQS) · p. 5
When taken as a whole, the decomposition of U cannot be obtained efficiently using classical methods.
“As a result, when taken as a whole, the decomposition of U cannot be obtained efficiently using classical methods.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The Hamiltonian can be written as a sum of many terms that describe local interactions.
- Premisecitation§ A. Digital quantum simulation (DQS) · p. 4
Finding an efficient decomposition in terms of universal gates can in itself be a difficult problem.
“Note that finding an efficient decomposition in terms of universal gates can in itself be a difficult problem (Daskin and Kais, 2011).”
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- The authors state this as an assumption: There is no restriction in applying one- and two-qubit gates and all qubits of the simulator can be individually addressed and measured.
- Premisecitation§ II. THE PROBLEM · p. 3
Other methods of solving quantum many-body problems, such as density functional theory, mean-field theories, many-body perturbation theories, Green's function-based methods, and coupled clusters, have validity criteria that restrict their applicability to well-behaved systems.
“Other methods of solving quantum many-body problems such as density functional theory, mean-field theories, many-body perturbation theories or Green's function-based methods, coupled clusters, etc., (see (Fetter and Walecka, 2003; Thouless, 1972; Zagoskin, 1998)) have similar validity criteria that restrict their applicability to well-behaved systems.”
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- Premisecitation§ A. Digital quantum simulation (DQS) · p. 5
A state-preparation algorithm incorporating quantum simulation can prepare any desired energy eigenstate by simulating the time evolution of the quantum system including interaction with ancilla qubits that can inject or absorb any specified amount of energy.
“In (Wang et al. , 2011) a state-preparation algorithm that incorporates quantum simulation was proposed: the time evolution of the quantum system is simulated including the interaction with ancilla, i.e. auxiliary, qubits that can inject or absorb any specified amount of energy from the system, thus preparing any desired energy eigenstate.”
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- The authors state this as an assumption: There is no restriction in applying one- and two-qubit gates and all qubits of the simulator can be individually addressed and measured.
- Interpretationreasoning§ IV. DIGITAL AND ANALOG QUANTUM SIMULATION · p. 4
The success of quantum simulation ultimately depends on the ability to extract useful information from the simulator.
“The importance of measurement must be stressed because the success of quantum simulation ultimately depends on the ability to extract useful information from the simulator.”
Quote in the paperSubstantial claim - Premisecitation§ A. Digital quantum simulation (DQS) · p. 5
A quantum algorithm exists for preparing a pure state of a molecular system with a given number m of electrons occupying a given number n of spin orbitals that exhibits polynomial scaling in m regardless of n.
“A quantum algorithm for preparing a pure state of a molecular system with a given number m of electrons occupying a given number n of spin orbitals that exhibits polynomial scaling in m (regardless of n ) was proposed in (Wang et al. , 2009) (see Figure 2).”
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- The authors state this as an assumption: There is no restriction in applying one- and two-qubit gates and all qubits of the simulator can be individually addressed and measured.
- Premisecitation§ A. Digital quantum simulation (DQS) · p. 5
Most commonly used chemical wave functions can be efficiently prepared.
“while in (Kassal et al. , 2008) it was shown that most commonly used chemical wave functions can be efficiently prepared.”
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- The authors state this as an assumption: There is no restriction in applying one- and two-qubit gates and all qubits of the simulator can be individually addressed and measured.
- Premisecitation§ A. Digital quantum simulation (DQS) · p. 6
Quantum state tomography requires resources that grow exponentially with the size of the system, making it inefficient for large quantum systems.
“However, QST requires resources that grow exponentially with the size of the system, making it inefficient for large quantum systems.”
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- The authors state this as an assumption: There is no restriction in applying one- and two-qubit gates and all qubits of the simulator can be individually addressed and measured.
- Interpretationreasoning§ IV. DIGITAL AND ANALOG QUANTUM SIMULATION · p. 4
Quantum simulators have the advantage over classical devices of being capable of storing large amounts of information in a relatively small amount of physical space because they are quantum systems themselves.
“The advantage of quantum simulators over classical devices is that, being quantum systems themselves, they are capable of storing large amounts of information in a relatively small amount of physical space.”
Quote in the paperSubstantial claim - Premisereasoning§ II. THE PROBLEM · p. 3
Stochastic methods generally work well when the functions being integrated do not change sign and ideally vary slowly with respect to the relevant variables.
“Such stochastic methods generally work well when the functions being integrated do not change sign (and ideally vary slowly with respect to the relevant variables), such that sampling the function at a relatively small number of points gives a good approximation to the integral of the function.”
Quote in the paperSubstantial claim - Premisecitation§ A. Digital quantum simulation (DQS) · p. 5
A method exists for generating a state that encodes the antisymmetrized many-particle state of fermions, including all possible permutations, starting from an unsymmetrized state with polynomial resources.
“For example, a method for generating a state that encodes the antisymmetrized many-particle state of fermions (including all the possible permutations), starting from an unsymmetrized state (e.g. | 000 · · · 0 〉 ), with polynomial resources was given in (Abrams and Lloyd, 1997).”
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- Premisecitation§ A. Digital quantum simulation (DQS) · p. 4
It is possible to efficiently simulate any finite-dimensional local Hamiltonian.
“Nevertheless, it is possible to efficiently simulate any finitedimensional local Hamiltonian.”
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- The authors state this as an assumption: The Hamiltonian can be written as a sum of many terms that describe local interactions.
- The authors state this as an assumption: There is no restriction in applying one- and two-qubit gates and all qubits of the simulator can be individually addressed and measured.
- Premisecitation§ II. THE PROBLEM · p. 3
Monte Carlo methods allow the evaluation of phase space integrals for many-body problems in a time that scales polynomially with the number of particles.
“These methods allow the evaluation of phase space integrals for many-body problems in a time that scales polynomially with the number of particles.”
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- Premisenone given§ A. Digital quantum simulation (DQS) · p. 5
If [H_l, H_l'] = 0 for all l and l', then the decomposition of U into a sequence of local gates is straightforward.
“If [ H l , H l ′ ] = 0 for all l and l ′ , then”
- Also stated in: § A. Digital quantum simulation (DQS) · p. 5 · plain
“In this case, the decomposition of U into a sequence of local gates is straightforward.”
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- Also stated in: § A. Digital quantum simulation (DQS) · p. 5 · plain
- Interpretationreasoning§ A. Digital quantum simulation (DQS) · p. 5
The first-order Trotter formula has the drawback that high accuracy comes at the cost of very small Δt and therefore a very large number of quantum gates.
“The drawback of this approach is that high accuracy comes at the cost of very small ∆ t and therefore a very large number of quantum gates.”
Quote in the paperSubstantial claim- The authors state this as an assumption: There is no restriction in applying one- and two-qubit gates and all qubits of the simulator can be individually addressed and measured.
- Premisenone given§ A. Digital quantum simulation (DQS) · p. 4
All local spin systems, and all Hamiltonians that can be efficiently mapped to such systems, are included in the class of finite-dimensional local Hamiltonians.
“This is particularly important since all local spin systems, and all Hamiltonians that can be efficiently mapped to such systems, are included in this class.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The Hamiltonian can be written as a sum of many terms that describe local interactions.
- Interpretationreasoning§ IV. DIGITAL AND ANALOG QUANTUM SIMULATION · p. 4
If the time evolution of the simulator reproduces the time evolution of the simulated system, the desired final state can be obtained without the need for numerically exponentiating a 2^N × 2^N matrix.
“If the time evolution of the simulator reproduces the time evolution of the simulated system, the desired final state can be obtained without the need for numerically exponentiating a 2 N × 2 N matrix.”
Quote in the paperSubstantial claim - Premisecitation§ II. THE PROBLEM · p. 3
For some quantum systems, especially fermionic and frustrated systems, numerical evaluation of integrals encounters the sign problem, i.e., sampling with non-positive-semidefinite weight functions.
“For some quantum systems, especially fermionic and frustrated systems, the numerical evaluation of the integrals encounters the problem of sampling with non-positive-semidefinite weight functions, which is the so-called sign problem [see, e.g. (Troyer and Wiese, 2005)].”
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- Premisecitation§ A. Digital quantum simulation (DQS) · p. 6
The efficient simulation of a general many-body interaction Hamiltonian using two-body interactions is by no means easy.
“Although the example above might look simple, the efficient simulation of a general many-body interaction Hamiltonian using two-body interactions is by no means easy (Bennett et al. , 2002; Nielsen et al. , 2002).”
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- Interpretationcitation§ A. Digital quantum simulation (DQS) · p. 5
For particular cases of interest, efficient state preparation is possible.
“Fortunately, for particular cases of interest efficient state preparation is possible.”
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- The authors state this as an assumption: There is no restriction in applying one- and two-qubit gates and all qubits of the simulator can be individually addressed and measured.
- Premisecitation§ A. Resource estimation · p. 9
In order to outperform current classical computers at least 100 qubits and over 200,000 quantum gates per step would be required.
“However, from the graph in Figure 6, it follows that in order to outperform current classical computers at least 100 qubits and over 200,000 quantum gates per step would be required.”
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- Premisecitation§ B. Decoherence and errors · p. 10
In the quantum simulation of open systems it is possible to exploit the natural decoherence of the simulator by varying the choice of mapping between the simulated system and the simulator.
“In (Tseng et al. , 2000) it was demonstrated, through calculations and a nuclear magnetic resonance (NMR) experiment, that in the quantum simulation of open systems it is possible to exploit the natural decoherence of the simulator by varying the choice of mapping between the”
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- Premisecitation§ B. Decoherence and errors · p. 10
The interaction between the system and the environment could be qualitatively different from that between the simulator and its environment.
“The interaction between the system and the environment could be qualitatively different from that between the simulator and its environment (Brown, 2007).”
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- Interpretationreasoning§ B. Analog quantum simulation (AQS) · p. 8
Effects such as Zitterbewegung and the Klein paradox can be studied in a non-relativistic quantum system using the trapped-ion Dirac simulation.
“With this analogy, effects such as Zitterbewegung and the Klein paradox can be studied in a non-relativistic quantum system (Gerritsma et al. , 2010, 2011).”
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- Interpretationreasoning§ B. Analog quantum simulation (AQS) · p. 8
AQS has the additional advantage that physical quantities can be measured directly, without the need for computational manipulation of measurement results as in DQS.
“In this sense, AQS has the additional advantage that physical quantities can be measured directly, without the need for computational manipulation of measurement results as in DQS.”
Quote in the paperNot a substantial claim - Premisecitation§ A. Resource estimation · p. 9
The total number of qubits required is n(3N-6)+4m.
“This gives a total of n (3 N -6) + 4 m qubits.”
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- Premisecitation§ C. Quantum-information-inspired algorithms for the classical simulation of quantum systems · p. 8
Classical numerical algorithms for the simulation of quantum many-body systems came out of research on quantum information theory.
“In an interesting recent development, classical numerical algorithms for the simulation of quantum many-body systems came out of research on quantum information theory (For detailed studies on the subject, see e.g. (Verstraete and Cirac, 2004; Verstraete et al. , 2004; Vidal, 2008)).”
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- Interpretationreasoning§ B. Analog quantum simulation (AQS) · p. 8
With the identifications c ≡ 2ηωΔ and mc^2 ≡ ħΩ, the trapped-ion Hamiltonian H_I has the same form as the Dirac Hamiltonian H_D.
“With the identifications c ≡ 2 η ˆ ω ∆ and mc 2 ≡ ℏ Ω, H I has the same form as H D .”
Quote in the paperSubstantial claim - Interpretationreasoning§ B. Analog quantum simulation (AQS) · p. 7
An important advantage of AQS is that it could be useful even in the presence of errors, up to a certain tolerance level.
“An important advantage of AQS is that it could be useful even in the presence of errors, up to a certain tolerance level.”
Quote in the paperNot a substantial claim - Premisecitation§ B. Analog quantum simulation (AQS) · p. 8
The trapped-ion simulation of the Dirac equation is an example of a mapping between a quantum system and its simulator.
“The second example of a mapping between a quantum system and its simulator is the trapped-ion simulation of the Dirac equation (Gerritsma et al. , 2010; Lamata et al. , 2007).”
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- Premisecitation§ A. Resource estimation · p. 9
The computation time for computing the ground state energy of the one-dimensional quantum transverse Ising model with N spin-1/2 particles grows exponentially with desired precision.
“The authors found that the computation time grows exponentially with desired precision.”
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- Interpretationreasoning§ A. Resource estimation · p. 8
Using a quantum simulator instead of a classical computer does not necessarily provide an efficient solution to the problem of simulating quantum systems.
“Using a quantum simulator instead of a classical computer does not necessarily provide an efficient solution to the problem of simulating quantum systems.”
Quote in the paperSubstantial claim - Interpretationnone given§ B. Decoherence and errors · p. 10
If the noise level naturally present in the simulator is lower than the noise level in the simulated system, then it is straightforward to artificially supplement noise in the simulator so that the combined noise faithfully mimics that present in the simulated system.
“A simple argument could go as follows: if the noise level that is naturally present in the simulator is lower than the noise level in the simulated system, then it is rather straightforward to artificially supplement noise in the simulator so that the combined noise in the simulator faithfully mimics that present in the simulated system.”
Quote in the paperNot a substantial claim - Premisecitation§ A. Resource estimation · p. 9
Several current algorithms for quantum simulation exhibit poor scaling as a function of desired accuracy, even if they seem efficient based on the scaling with system size.
“Indeed, it was pointed out in (Brown et al. , 2006) that several current algorithms for quantum simulation exhibit poor scaling as a function of desired accuracy, even if they seem efficient based on the scaling with system size.”
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- Premisecitation§ A. Resource estimation · p. 9
A precision of ±10^-4 E_h is achieved for about 522 gates in a DQS simulation of the hydrogen molecule.
“A precision of ± 10 -4 E h , where E h ≈ 27 . 21 eV, is achieved for about 522 gates.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Lanyon et al. , 2010
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- Premisecitation§ C. Quantum-information-inspired algorithms for the classical simulation of quantum systems · p. 8
Using matrix product states (MPS) and projected entangled-pair states (PEPS) one can simulate more efficiently infinite-size quantum lattice systems in one and two dimensions.
“Using matrix product states (MPS) and projected entangled-pair states (PEPS) one can simulate more efficiently infinitesize quantum lattice systems in one and two dimensions.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Verstraete and Cirac, 2004
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- cites Verstraete et al. , 2004
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- Interpretationnone given§ B. Analog quantum simulation (AQS) · p. 7
In situations other than the straightforward Bose-Hubbard mapping, one must rewrite H_sim to obtain the mapping H_sys ↔ H_sim.
“However, in other situations one must rewrite H sim in order to obtain the mapping H sys ↔ H sim .”
Quote in the paperNot a substantial claim - Interpretationreasoning§ A. Atoms and ions · p. 12
Neutral atoms in optical lattices are very well suited for mimicking solid-state systems.
“Neutral atoms in optical lattices are very well suited for mimicking solid-state systems.”
Quote in the paperNot a substantial claim - Premisecitation§ B. Nuclear and electronic spins · p. 15
Arrays of quantum dots could be realized using two-dimensional mesh gates.
“Arrays of quantum dots could be realized using twodimensional mesh gates (Byrnes et al. , 2008; Manousakis, 2002) (see Figure 13).”
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- cites Manousakis, 2002
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- Premisecitation§ A. Atoms and ions · p. 13
The high-fidelity one-, two-, and even three-qubit (Toffoli) gates implemented with trapped ions have resulted in the most advanced implementations of DQS to date.
“The high-fidelity one-, two-, and even three-qubit (Toffoli) gates implemented with trapped ions have resulted in the most advanced implementations of DQS to date (Barreiro et al. , 2011; Lanyon et al. , 2011).”
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- cites Lanyon et al. , 2011
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- Premisecitation§ A. Atoms and ions · p. 12
By tuning interatomic interactions using Feshbach resonances, it was possible to investigate the crossover from a BCS state of weakly attractive fermions to a BEC of tightly bound fermion pairs.
“By tuning interatomic interactions using Feshbach resonances, it was possible to investigate the crossover from a Bardeen-Cooper-Schrieffer (BCS) state of weakly attractive fermions to a Bose-Einstein condensate (BEC) of tightly bound fermion pairs (Regal et al. , 2004; Zwierlein et al. , 2005).”
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- Premisecitation§ B. Decoherence and errors · p. 10
When simulating spin Hamiltonians with degenerate ground states using trapped ions, spontaneous emission of the ions drives the system to states outside the Hilbert space used in the system-simulator mapping.
“For example, when simulating spin Hamiltonians with degenerate ground states using trapped ions, spontaneous emission of the ions drives the system to states outside the Hilbert space used in the system-simulator mapping (Brown, 2007).”
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- Interpretationcitation§ VI. PHYSICAL REALIZATIONS · p. 11
A quantum system that is not a potential quantum computer could still implement AQS.
“However, a quantum system that is not a potential quantum computer could still implement AQS.”
Quote in the paperNot a substantial claim - Premisecitation§ B. Nuclear and electronic spins · p. 15
Electron spins in semiconductor quantum dots could be used for quantum simulation.
“Another system that could be used for quantum simulation is electron spins in semiconductor quantum dots (Hanson and Awschalom, 2008).”
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- Premisenone given§ B. Nuclear and electronic spins · p. 15
Quantum dots with large tunnel coupling can act as artificial molecules.
“Furthermore, quantum dots with large tunnel coupling can act as 'artificial molecules'.”
Quote in the paperNot a substantial claim - Premisecitation§ C. Superconducting circuits · p. 16
Superconducting circuits can also be used as quantum simulators.
“Superconducting circuits (Clarke and Wilhelm, 2008; You and Nori, 2005, 2011) (see Figure 14) can also be used as quantum simulators.”
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- cites You and Nori, 2005, 2011
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- Premisecitation§ B. Decoherence and errors · p. 11
Disorder, noise and other imperfections might affect the reliability of the quantum simulation.
“Disorder, noise and other imperfections might affect the reliability of the quantum simulation (Hauke et al. , 2012).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Hauke et al. , 2012
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- Premisecitation§ B. Decoherence and errors · p. 10
The simulation of open quantum systems does not necessarily require the inclusion of the decoherence of the simulator.
“Note that the simulation of open quantum systems does not necessarily require the inclusion of the decoherence of the simulator (Piilo and Maniscalco, 2006; Schneider and Milburn, 2001).”
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- Premisenone given§ B. Nuclear and electronic spins · p. 15
In a strong magnetic field along the z-axis, different transitions between pairs of energy levels generally have distinct resonance frequencies, allowing individual transitions to be addressed by frequency.
“The different transitions between pairs of energy levels generally have distinct resonance frequencies, allowing the addressing of the individual transitions based on their frequencies.”
Quote in the paperSubstantial claim - Premisecitation§ A. Atoms and ions · p. 14
Atoms in cavity arrays could also be used as quantum simulators.
“Atoms in cavity arrays (see Figure 12) (Angelakis et al. , 2007; Brandao et al. , 2007; Greentree et al. , 2006; Hartmann et al. , 2006) could also be used as quantum simulators (see also (Kimble, 2008)).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Angelakis et al. , 2007
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- cites Brandao et al. , 2007
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- Premisecitation§ A. Atoms and ions · p. 12
A quantum simulation of the Mott insulator-superfluid phase transition in the Hubbard model can be realized by adjusting the depth of the optical lattice or by controlling the on-site interactions via Feshbach resonances.
“A quantum simulation of the Mott insulator-superfluid phase transition in the Hubbard model can be realized by adjusting the depth of the optical lattice, which mainly modifies the tunneling strength and to a lesser extent modifies the on-site interaction strength, or by controlling the on-site interactions via Feschbach resonances (Lewenstein et al. , 2007)”
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- Premisecitation§ A. Atoms and ions · p. 12
Using laser-assisted tunneling and lattice tilting, (Simon et al., 2011) achieved the simulation of an antiferromagnetically coupled spin chain in an external magnetic field.
“Using laser-assisted tunneling and lattice tilting, (Simon et al. , 2011) achieved the simulation of an antiferromagnetically coupled spin chain in an external magnetic field.”
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- Premisecitation§ E. Other systems · p. 17
A two-component BEC in which the propagation of sound waves could simulate some aspects of cosmic inflation is an unconventional example of a quantum simulator.
“A rather unconventional example of a quantum simulator is a two-component BEC in which the propagation of sound waves could simulate some aspects of cosmic inflation (Fischer and Sch¨ utzhold, 2004).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Fischer and Sch¨ utzhold, 2004
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- Interpretationnone given§ C. Superconducting circuits · p. 17
The fact that superconducting circuits can be produced in large numbers and wired together on a chip offers a rather straightforward way of realizing various lattice geometries.
“The fact that superconducting circuits can be produced in large numbers and 'wired' together on a chip offers a rather straightforward way of realizing various lattice geometries.”
Quote in the paperNot a substantial claim - Premisecitation§ 8. Topological order · p. 24
The DQS approach to studying fractional statistics of anyons in the Kitaev model has been experimentally realized with linear optics.
“The latter approach has been experimentally realized with linear optics (Lu et al. , 2009).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Lu et al. , 2009
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- Interpretationcitation§ 5. Spin glasses · p. 23
Spin glasses can be efficiently simulated using DQS.
“Spin glasses can be efficiently simulated using DQS.”
Quote in the paperNot a substantial claim - Premisecitation§ 6. Superconductivity · p. 24
A two-qubit version of the polynomial-time algorithm to model the BCS Hamiltonian was experimentally realized using NMR.
“a two-qubit version of the algorithm was experimentally realized using NMR (Yang et al. , 2006).”
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- Interpretationnone given§ C. Superconducting circuits · p. 16
The advantage of superconducting circuits over real atoms is that they can be designed and constructed to tailor their characteristic frequencies, interaction strengths and so on.
“The advantage over real atoms is that superconducting circuits can be designed and constructed to tailor their characteristic frequencies, interaction strengths and so on.”
Quote in the paperNot a substantial claim - Premisecitation§ C. Cosmology · p. 26
There are numerous similarities between the behavior of superfluid helium and cosmological phenomena, such as processes in the early universe.
“There are also numerous similarities between the behavior of superfluid helium and cosmological phenomena, such as processes in the early universe, as discussed in detail in (Volovik, 2009).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Volovik, 2009 source
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- Premisecitation§ E. Quantum chemistry · p. 27
Depending on the tunnel coupling strengths, electron distribution, and shell structure, the dots can form both ionic- and covalent-like bonds.
“Depending on the tunnel coupling strengths, electron distribution, and shell structure, the dots can form both ionicand covalent-like bonds.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Smirnov et al. , 2007
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- Premisenone given§ D. Atomic physics · p. 26
Superconducting circuits can be used to produce Schrödinger-cat states.
“produce Schr¨ odinger-cat states”
Quote in the paperNot a substantial claim - Premisecitation§ C. Cosmology · p. 26
Hawking radiation can be measured in a classical analog system, namely water surface waves.
“Recently it has been demonstrated that Hawking radiation can be measured in a classical analog system, namely water surface waves (Weinfurtner et al. , 2011).”
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- Premisecitation§ D. Atomic physics · p. 26
Superconducting circuits can be used for new types of masers, lasers and single-photon generators.
“Superconducting circuits can also be used for new types of masers, lasers and single-photon generators (You et al. , 2007).”
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- Premisecitation§ D. Atomic physics · p. 26
Superconducting circuits have been used to engineer selection rules and thus create combinations of selection rules that are not possible with natural atoms.
“Superconducting circuits have also been used to engineer selection rules and thus create combinations of selection rules that are not possible with natural atoms (Deppe et al. , 2008; de Groot et al. , 2010; Harrabi et al. , 2009; Liu et al. , 2005).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Deppe et al. , 2008
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- Premisecitation§ D. Atomic physics · p. 26
Superconducting circuits can be used to study Landau-Zener-Stückelberg interferometry.
“study Landau-Zener-St¨ uckelberg interferometry (Shevchenko et al. , 2010)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Shevchenko et al. , 2010
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- Premisenone given§ D. Atomic physics · p. 26
Artificial atoms can be lithographically designed to have specific characteristics, such as a large dipole moment or particular transition frequencies.
“In contrast with naturally occurring atoms, artificial atoms can be lithographically designed to have specific characteristics, such as a large dipole moment or particular transition frequencies.”
Quote in the paperNot a substantial claim - Premisecitation§ D. Atomic physics · p. 27
The Jaynes-Cummings Hamiltonian can be realized with superconducting circuits.
“The Jaynes-Cummings Hamiltonian can be realized with superconducting circuits (see, e.g. (Schoelkopf and Girvin, 2008; Wallraff et al. , 2004; You and Nori, 2003, 2005, 2011; Zueco et al. , 2009)).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Schoelkopf and Girvin, 2008
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- cites Wallraff et al. , 2004
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- cites You and Nori, 2003, 2005, 2011
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- Premisecitation§ D. Atomic physics · p. 26
Superconducting circuits can provide analogues of sideband cooling and Sisyphus cooling.
“These circuits can provide analogues of sideband cooling and Sisyphus cooling (Grajcar et al. , 2008; Nori, 2008) (see Figure 24).”
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- cites Nori, 2008
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- Premisecitation§ D. Atomic physics · p. 26
Superconducting circuits can be used to simulate the Einstein-Podolsky-Rosen experiment.
“simulate the Einstein-Podolsky-Rosen experiment (You and Nori, 2005).”
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- Premisecitation§ D. Atomic physics · p. 26
There is a deep analogy between natural atoms and the artificial atoms formed by electrons in small superconducting circuits.
“There is a deep analogy between natural atoms and the artificial atoms formed, for example, by electrons in small superconducting circuits (You and Nori, 2005, 2011).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites You and Nori, 2005, 2011
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- Premisecitation§ G. Quantum chaos · p. 28
An application of DQS with a few qubits is the study of the dynamics of simple quantum maps.
“An application of DQS with a few qubits is the study of the dynamics of simple quantum maps (Georgeot, 2004; Levi and Georgeot, 2004; Schack, 1998; Terraneo et al. , 2003).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Georgeot, 2004
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- cites Levi and Georgeot, 2004
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- cites Schack, 1998
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- Premisecitation§ E. Quantum chemistry · p. 27
Various reaction regimes and different reaction products can be obtained by varying the speed of voltage changes applied to the gates forming the quantum dots.
“Various reaction regimes and different reaction products can be obtained by varying the speed of voltage changes applied to the gates forming the quantum dots.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Smirnov et al. , 2007
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- Premisecitation§ D. Atomic physics · p. 26
Superconducting circuits can be used to test Bell inequalities.
“Moreover, they can be used to test Bell inequalities (Ansmann et al. , 2009)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Ansmann et al. , 2009
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- Premisereasoning§ D. Atomic physics · p. 26
The effects of electric and magnetic fields on superconducting circuits are the analogues of the Stark and Zeeman effects in atoms.
“The effects of those fields on the circuits are the analogues of the Stark and Zeeman effects in atoms.”
Quote in the paperNot a substantial claim - Premisecitation§ E. Quantum chemistry · p. 27
The simulation of chemical dynamics is achievable in polynomial time.
“The simulation of chemical dynamics is also achievable in polynomial time (Kassal et al. , 2008).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Kassal et al. , 2008
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- Premisecitation§ G. Quantum chaos · p. 28
In some cases the quantum approach to the kicked Harper model can provide a polynomial gain as compared to classical algorithms.
“It has been shown that in some cases the quantum approach to the kicked Harper model can provide a polynomial gain as compared to classical algorithms.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Levi and Georgeot, 2004
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- Interpretationreasoning§ VIII. CONCLUDING REMARKS · p. 31
The ability to simulate various Hamiltonians could be useful for realizing practical adiabatic quantum computation.
“The ability to simulate various Hamiltonians could then be useful for realizing practical adiabatic quantum computation (Ashhab et al. , 2006).”
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Findingcitation§ B. Nuclear and electronic spins · p. 15In a recent experiment, the predictions of the two-dimensional Mott-Hubbard model were tested for electrons in an artificial honeycomb lattice.
“In a recent experiment, the predictions of the two-dimensional Mott-Hubbard model were tested for electrons in an artificial honeycomb lattice (Singha et al. , 2011).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Singha et al. , 2011
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Findingcitation§ C. Superconducting circuits · p. 16Circuits containing 512 qubits have been fabricated, although quantum coherence was not tested on these circuits in the same way that coherence is commonly tested in other experiments using small numbers of qubits.
“As for scalability, circuits containing 512 qubits have been fabricated (Harris, 2012; Harris et al. , 2010), although quantum coherence was not tested on these circuits in the same way that coherence is commonly tested in other experiments using small numbers of qubits.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Harris, 2012
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Findingcitation§ D. Photons · p. 17Corresponding experiments with up to four photons were performed.
“Recently, it was shown that the propagation of photons in a network of beam splitters is in general a computationally difficult task for classical computers even for a few tens of photons (Aaronson and Arkhipov, 2011), and corresponding experiments with up to four photons were performed (Broome et al. , 2013; Crespi et al. , 2013; Spring et al. , 2013; Tillmann et al. , 2013).”
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Findingcitation§ 3. Quantum phase transitions · p. 20The quantum phase transition from a superfluid to a Mott insulator phase, predicted in (Fisher et al., 1989), was first observed in 2002 in an ensemble of atoms trapped in an optical lattice.
“For example, the quantum phase transition from a superfluid to a Mott insulator phase, predicted in (Fisher et al. , 1989), was first observed in 2002 (Greiner et al. , 2002) in an ensemble of atoms trapped in an optical lattice.”
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Findingcitation§ 1. Hubbard model · p. 19An AQS of the Bose-Hubbard model using atoms in optical lattices was proposed and implemented.
“As discussed in Section VI.A, an AQS of the BoseHubbard model using atoms in optical lattices was proposed in (Jaksch et al. , 1998) and implemented in (Greiner et al. , 2002).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Jaksch et al. , 1998
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Findingcitation§ C. Superconducting circuits · p. 16More than 200 superconducting resonators were recently fabricated on a single chip.
“Furthermore, more than 200 superconducting resonators were recently fabricated on a single chip (Houck et al. , 2012).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Houck et al. , 2012
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Findingcitation§ D. Photons · p. 17Photons have been used to calculate the possible fractional statistics of anyons using a six-photon graph state, to calculate the energy spectrum of the hydrogen molecule to 20 bits of precision, and to simulate frustrated spin systems.
“Photons have been used to calculate the possible fractional statistics of anyons using a six-photon graph state (Lu et al. , 2009), to calculate the energy spectrum of the hydrogen molecule to 20 bits of precision (Lanyon et al. , 2010) and to simulate frustrated spin systems (Ma et al. , 2011).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Lu et al. , 2009
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- cites Lanyon et al. , 2010
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Findingnone given§ C. Superconducting circuits · p. 16State-of-the-art superconducting qubits have coherence times exceeding 100 μs, i.e. decoherence rates below 10 kHz, which is quite high considering that other energy scales in the circuit are typically in the range 10 MHz to 10 GHz.
“State-of-the-art superconducting qubits have coherence times exceeding 100 µ s (i.e. decoherence rates below 10 kHz), which is quite high considering that other energy scales in the circuit are typically in the range 10 MHz - 10 GHz.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingcitation§ 4. Disordered and frustrated systems · p. 22Optical lattices have been used to experimentally realize a disordered system that may lead to the observation of a Bose glass phase.
“As for AQS, optical lattices have been used to experimentally realize a disordered system that may lead to the observation of a Bose glass phase (Fallani et al. , 2007).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Fallani et al. , 2007
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Findingcitation§ F. Current state of the art · p. 18In trapped-ion DQS experiments, simulations of various spin models with up to six spins have been demonstrated, with one experiment requiring sequences of more than 100 quantum gates.
“In these experiments, simulations of various spin models with up to six spins have been demonstrated, with one experiment requiring sequences of more than 100 quantum gates.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Lanyon et al. , 2011
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Findingnone given§ VIII. CONCLUDING REMARKS · p. 31Individual control and readout are difficult to realize for atoms in optical lattices.
“individual control and readout are difficult to realize for atoms in optical lattices”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Findingnone given§ VIII. CONCLUDING REMARKS · p. 31For other systems, individual control and readout are not a problem.
“while for other systems that is not a problem”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Findingnone given§ VIII. CONCLUDING REMARKS · p. 31With the exception of atoms in optical lattices, quantum simulators cannot yet handle large arrays of qubits.
“With the exception of atoms in optical lattices, quantum simulators cannot yet handle large arrays of qubits.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisereasoning§ I. INTRODUCTION · p. 2A quantum machine would have the capacity to contain an exponentially large amount of information without using an exponentially large amount of physical resources, making it a natural tool to perform quantum simulation.
“The machine would have the capacity to contain an exponentially large amount of information without using an exponentially large amount of physical resources, thus making it a natural tool to perform quantum simulation.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Interpretationnone given§ S. Ashhab † · p. 1Quantum simulation could be implemented using quantum computers, but also with simpler, analog devices that would require less control and therefore be easier to construct.
“Quantum simulation could be implemented using quantum computers, but also with simpler, analog devices that would require less control, and therefore, would be easier to construct.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Interpretationnone given§ I. INTRODUCTION · p. 2Other potential application areas of quantum simulation include high-energy physics, quantum chemistry, cosmology and nuclear physics.
“Other potential application areas include highenergy physics, quantum chemistry, cosmology and nuclear physics.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
Interpretationcitation§ I. INTRODUCTION · p. 2With the latest advances in the coherent manipulation of quantum systems, practical applications of quantum simulation can be expected in the coming years.
“With the latest advances in the coherent manipulation of quantum systems (Buluta et al. , 2011; Ladd et al. , 2010), such as atoms in optical lattices, trapped ions, nuclear spins, superconducting circuits, or spins in semiconductors, practical applications of quantum simulation can be expected in the coming years.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Buluta et al., 2011
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Premisereasoning§ I. INTRODUCTION · p. 2Depending on the specifics of the problem, good approximations are not always available or they also face limitations.
“However, depending on the specifics of the problem under study, good approximations are not always available or they also face some limitations.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Interpretationnone given§ S. Ashhab † · p. 1Quantum simulation promises to have applications in the study of many problems in condensed-matter physics, high-energy physics, atomic physics, quantum chemistry and cosmology.
“Quantum simulation promises to have applications in the study of many problems in, e.g., condensed-matter physics, high-energy physics, atomic physics, quantum chemistry and cosmology.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Interpretationreasoning§ S. Ashhab † · p. 1The difficulty of simulating quantum mechanics may be overcome by using a controllable quantum system to study another less controllable or accessible quantum system, i.e., quantum simulation.
“However, this difficulty may be overcome by using some controllable quantum system to study another less controllable or accessible quantum system, i.e., quantum simulation.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Interpretationreasoning§ I. INTRODUCTION · p. 2Quantum simulation would allow the study of many difficult problems in condensed-matter physics, such as quantum phase transitions, quantum magnetism or high-Tc superconductivity.
“For instance, in condensedmatter physics, quantum simulation would allow the study of many difficult problems, such as quantum phase transitions, quantum magnetism or highT c superconductivity.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationreasoning§ I. INTRODUCTION · p. 2Simpler quantum devices that mimic the evolution of other quantum systems in an analog manner could be used for quantum simulation, though they are problem-specific and not universal simulators.
“Simpler quantum devices that mimic the evolution of other quantum systems in an analog manner could be used for this task (note that these are not universal simulators, but rather problem-specific machines).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Premisenone given§ S. Ashhab † · p. 1A number of quantum systems such as neutral atoms, ions, polar molecules, electrons in semiconductors, superconducting circuits, nuclear spins and photons have been proposed as quantum simulators.
“A number of quantum systems such as neutral atoms, ions, polar molecules, electrons in semiconductors, superconducting circuits, nuclear spins and photons have been proposed as quantum simulators.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationnone given§ A. Digital quantum simulation (DQS) · p. 6Ancilla qubits are required for simulating many-body interactions, which adds to the resource requirements.
“Moreover, note that ancilla qubits are required, which adds to the resource requirements (see Section V. B).”
Quote in the paperNot a substantial claim- The authors state this as an assumption: There is no restriction in applying one- and two-qubit gates and all qubits of the simulator can be individually addressed and measured.
Classified as probably not a substantial claim.
Interpretationnone given§ IV. DIGITAL AND ANALOG QUANTUM SIMULATION · p. 4The quantum simulation problem is not really solved unless the initial state preparation, the implementation of the time evolution and the measurement are realized using only polynomial resources.
“This sounds very promising, but the quantum simulation problem is not really solved unless the initial state preparation, the implementation of the time evolution and the measurement are realized using only polynomial resources.”
Quote in the paperSubstantial claimMay combine two claims.
Premisecitation§ A. Digital quantum simulation (DQS) · p. 6Several methods have been developed for efficient simulation of many-body interactions using two-body interactions, but it still remains a difficult problem.
“This question has been thoroughly studied, and several methods have been developed (see, e.g., (Berry et al. , 2007; Bravyi et al. , 2008; Bremner et al. , 2005; Brown et al. , 2011; Dodd et al. , 2002; D¨ ur et al. , 2008; Hastings, 2006; Wang and Zanardi, 2002; Wocjan et al. , 2002a,b,c)), but it still remains a difficult problem.”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Berry et al., 2007
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- cites Bravyi et al., 2008
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- cites Bremner et al., 2005
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- The authors state this as an assumption: There is no restriction in applying one- and two-qubit gates and all qubits of the simulator can be individually addressed and measured.
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Premisenone given§ A. Digital quantum simulation (DQS) · p. 5In many cases the preparation of the initial state is difficult and an efficient algorithm may not be available.
“In many cases the preparation of the initial state is difficult and an efficient algorithm may not be available.”
Quote in the paperNot a substantial claim- The authors state this as an assumption: There is no restriction in applying one- and two-qubit gates and all qubits of the simulator can be individually addressed and measured.
Classified as probably not a substantial claim.
Interpretationreasoning§ IV. DIGITAL AND ANALOG QUANTUM SIMULATION · p. 4Initial state preparation, implementation of time evolution and measurement are not easy tasks, even for quantum simulators.
“As will be discussed later, these are not easy tasks, even for quantum simulators.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationreasoning§ II. THE PROBLEM · p. 3The sign problem results in an exponential growth of the statistical error, and hence the required simulation time, with the number of particles, which cancels the advantage of Monte Carlo methods.
“This results in an exponential growth of the statistical error, and hence the required simulation time, with the number of particles, which cancels the advantage of the Monte Carlo methods.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S1 (asserted), S4 (based).
Premisenone given§ A. Digital quantum simulation (DQS) · p. 5In most cases of practical interest, [H_l, H_l'] ≠ 0 in general.
“Unfortunately, in most cases of practical interest [ H l , H l ′ ] = 0 in general.”
Quote in the paperNot a substantial claim- The authors state this as an assumption: The Hamiltonian can be written as a sum of many terms that describe local interactions.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ II. THE PROBLEM · p. 3Classical stochastic methods, namely Monte Carlo algorithms, have been developed as a way of tackling the difficult problem of simulating large quantum systems.
“Classical stochastic methods, namely Monte Carlo algorithms (Suzuki, 1993), have been developed as a way of tackling the difficult problem of simulating large quantum systems.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Suzuki, 1993
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Premisenone given§ B. Analog quantum simulation (AQS) · p. 7In AQS, the Hamiltonian of the system to be simulated is directly mapped onto the Hamiltonian of the simulator, which can be controlled at least to some extent.
“The Hamiltonian of the system to be simulated, H sys , is directly mapped onto the Hamiltonian of the simulator, H sim , which can be controlled at least to some extent:”
Quote in the paperNot a substantial claimMay combine two claims.
Premisecitation§ A. Digital quantum simulation (DQS) · p. 4DQS is universal in principle because any unitary operation can be written in terms of universal quantum gates.
“Since any unitary operation can be written in terms of universal quantum gates, it follows that in principle 'anything' can be simulated, i.e. DQS is universal (Lloyd, 1996).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Lloyd, 1996
Not checked in the free run.
- The authors state this as an assumption: There is no restriction in applying one- and two-qubit gates and all qubits of the simulator can be individually addressed and measured.
May combine two claims.
Interpretationreasoning§ A. Digital quantum simulation (DQS) · p. 4Although not all mathematically allowed Hamiltonians can be simulated efficiently, those that appear in most physical theories can be simulated efficiently.
“In other words, although not all mathematically allowed Hamiltonians can be simulated efficiently, those that appear in most physical theories can be simulated efficiently.”
Quote in the paperNot a substantial claim- The authors state this as an assumption: The Hamiltonian can be written as a sum of many terms that describe local interactions.
May combine two claims.
Interpretationreasoning§ A. Digital quantum simulation (DQS) · p. 4Not any unitary operation can be efficiently simulated with polynomial resources; therefore, there are Hamiltonians that cannot be efficiently simulated by DQS.
“However, it must be noted that not any unitary operation can be efficiently simulated (that is with polynomial resources) and, therefore, there are Hamiltonians that cannot be efficiently simulated in this way.”
Quote in the paperNot a substantial claim- The authors state this as an assumption: There is no restriction in applying one- and two-qubit gates and all qubits of the simulator can be individually addressed and measured.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ A. Digital quantum simulation (DQS) · p. 6Using randomness, it is possible to efficiently simulate local bounded Hamiltonians with arbitrary time dependence.
“The topic was further discussed in (Poulin et al. , 2011) where it was shown that using randomness, it is possible to efficiently simulate local bounded Hamiltonians with arbitrary time dependence.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Poulin et al., 2011
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- The authors state this as an assumption: The Hamiltonian can be written as a sum of many terms that describe local interactions.
- The authors state this as an assumption: There is no restriction in applying one- and two-qubit gates and all qubits of the simulator can be individually addressed and measured.
May combine two claims.
Interpretationreasoning§ A. Digital quantum simulation (DQS) · p. 4The approximation of the desired unitary evolution can in principle be made arbitrarily accurate by refining the decomposition, but this comes at the cost of an ever-increasing number of gates.
“In principle, this approximation can be made arbitrarily accurate (by refining the decomposition), but this comes at the cost of an ever-increasing number of gates.”
Quote in the paperNot a substantial claim- The authors state this as an assumption: There is no restriction in applying one- and two-qubit gates and all qubits of the simulator can be individually addressed and measured.
May combine two claims.
Premisecitation§ A. Digital quantum simulation (DQS) · p. 6The recursive phase-estimation algorithm of Aspuru-Guzik et al. (2005) provides an arbitrarily accurate estimate of molecular energy, with accuracy increasing with the number of iterations.
“This procedure provides an arbitrarily accurate estimate of the energy, with the accuracy increasing with increasing number of iterations.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Aspuru-Guzik et al., 2005
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- The authors state this as an assumption: There is no restriction in applying one- and two-qubit gates and all qubits of the simulator can be individually addressed and measured.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ A. Digital quantum simulation (DQS) · p. 4According to Meyer (2002), it should also be possible to use quantum computers to simulate classical physics more efficiently.
“Moreover, according to (Meyer, 2002) it should also be possible to use quantum computers to simulate classical physics more efficiently (see also (Sinha and Russer, 2010; Yung et al. , 2010)).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Meyer, 2002
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- The authors state this as an assumption: There is no restriction in applying one- and two-qubit gates and all qubits of the simulator can be individually addressed and measured.
May combine two claims.
Interpretationreasoning§ B. Decoherence and errors · p. 10A few imperfections in an ensemble of particles performing AQS might not affect the overall behavior of the ensemble, such that the AQS might still produce useful results even in the presence of these imperfections.
“As a result, a few imperfections in an ensemble of particles performing AQS might not affect the overall behavior of the ensemble, such that the AQS might still produce useful results even in the presence of these imperfections.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisenone given§ B. Analog quantum simulation (AQS) · p. 7The simulator in AQS may only partly reproduce the dynamics of the system.
“Note that the simulator may only partly reproduce the dynamics of the system.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationreasoning§ B. Analog quantum simulation (AQS) · p. 7If the quantum simulator suffers from uncertainties in the control parameters, the phase transition under study could still be observed, providing the answer to the question of interest.
“If the quantum simulator suffers from uncertainties in the control parameters, the phase transition under study could still be observed, hence providing the answer to the question of interest.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisenone given§ B. Analog quantum simulation (AQS) · p. 7The choice of the mapping in AQS depends on what needs to be simulated and on the capabilities of the simulator.
“The choice of the mapping depends on what needs to be simulated and on the capabilities of the simulator.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Premisenone given§ C. Quantum-information-inspired algorithms for the classical simulation of quantum systems · p. 8Fully characterizing a quantum system requires an exponentially large number of parameters.
“As discussed in the previous sections, fully characterizing a quantum system requires an exponentially large number of parameters.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationreasoning§ A. Resource estimation · p. 9Chemical dynamics could be simulated on a quantum computer in O(N^2 m^2) steps, which is exponentially faster than known classical algorithms.
“so chemical dynamics could be simulated on a quantum computer in O ( N 2 m 2 ) steps, which is exponentially faster than known classical algorithms.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Interpretationreasoning§ B. Analog quantum simulation (AQS) · p. 7The analog simulation of the Bose-Hubbard model using atoms in optical lattices is straightforward.
“The analog simulation of the BoseHubbard model using atoms in optical lattices is therefore straightforward.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Premisecitation§ A. Resource estimation · p. 9The estimation of the requirements for simulating N particles interacting through a pairwise potential has been performed in (Kassal et al., 2008).
“The estimation of the requirements for simulating N particles interacting through a pairwise potential has been performed in (Kassal et al. , 2008).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Kassal et al. , 2008
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Premisereasoning§ B. Decoherence and errors · p. 10It is generally believed that the effects of decoherence are less dramatic for quantum simulators than for quantum computers.
“Although quantum simulators are affected by the interactions with the environment in the same way as quantum computers, it is generally believed that the effects of decoherence are less dramatic.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisenone given§ B. Analog quantum simulation (AQS) · p. 7Sometimes the mapping in AQS is indeed straightforward, but this is not always the case, and quite often clever mappings have to be devised, sometimes involving additional externally applied fields or ancillary systems to mediate various interactions.
“Sometimes the mapping is indeed straightforward, but this is not always the case, and quite often clever mappings have to be devised, sometimes involving additional externally applied fields or ancillary systems to mediate various interactions.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationreasoning§ B. Analog quantum simulation (AQS) · p. 8Directly measuring some physical quantity of the simulator would yield information about its analogue in the simulated system.
“Moreover, directly measuring some physical quantity of the simulator would yield information about its analogue in the simulated system.”
Quote in the paperNot a substantial claim- The authors state this as an assumption: The simulated system and its simulator are very similar.
Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).
Interpretationnone given§ B. Analog quantum simulation (AQS) · p. 7Finding the mapping in an AQS might, at first glance, look simpler than obtaining the most efficient gate decomposition for a given Hamiltonian in DQS.
“Finding the mapping in an AQS might, at first glance, look simpler than obtaining the most efficient gate decomposition for a given Hamiltonian in DQS.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Premisenone given§ A. Resource estimation · p. 8With a few tens of qubits, one could perform frustrated-spin simulations or molecular-energy calculations at the limits of present-day supercomputers.
“With a few tens of qubits, one could perform frustrated-spin simulations or molecular-energy calculations at the limits of present-day supercomputers.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ A. Resource estimation · p. 9Surface codes are superior to circuit models with quantum error correction for fault-tolerant DQS.
“By analyzing the Ising model as a representative example, and using parameters that are relevant to present-day experiments, the authors concluded that surface codes are superior for quantum simulation.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites You et al. , 2013
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Interpretationnone given§ A. Resource estimation · p. 8The amount of physical resources needed for quantum simulation of an N-body problem strongly depends on the type of problem and the particularities of the simulator.
“The amount of physical resources (i.e., number of qubits, number of operations, number of steps, etc.) needed for the quantum simulation in the case of an N -body problem strongly depends on the type of problem and the particularities of the simulator.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ A. Resource estimation · p. 8As a general rule of thumb, it is sometimes said that in order to outperform classical computers quantum simulators require somewhere between 40 and 100 qubits.
“As a general rule of thumb, it is sometimes said that in order to outperform classical computers quantum simulators require somewhere between 40 and 100 qubits (Buluta and Nori, 2009).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Buluta and Nori, 2009
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Interpretationreasoning§ C. Quantum-information-inspired algorithms for the classical simulation of quantum systems · p. 8This new class of algorithms makes it possible to simulate spin systems for longer times, and to study physical phenomena which would have been inaccessible with previous methods.
“This new class of algorithms makes it possible to simulate spin systems for longer times, and to study physical phenomena which would have been inaccessible with previous methods.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisenone given§ B. Analog quantum simulation (AQS) · p. 7In AQS, one usually emulates an effective many-body model of the simulated system, using a controllable toy-model to reproduce the property of interest, e.g., the dynamics or ground state.
“In AQS one is usually emulating an effective many-body model of the simulated system. A controllable 'toy-model' of the system is used to reproduce the property of interest, e.g. the dynamics or ground state.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisecitation§ C. Quantum-information-inspired algorithms for the classical simulation of quantum systems · p. 8The quantum version of the Metropolis algorithm allows for direct sampling from the eigenstates of the Hamiltonian, overcoming the sign problem.
“Its quantum version allows for the direct sampling from the eigenstates of the Hamiltonian, overcoming in this way the sign problem (Temme et al. , 2011).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Temme et al. , 2011
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Premisecitation§ B. Decoherence and errors · p. 10The decoherence of the simulator might be useful as it could serve as a rough way of modeling the decoherence of the simulated system.
“Moreover, it has been suggested that the decoherence of the simulator might be useful (Lloyd, 1996) as it could serve as a rough way of modeling the decoherence of the simulated system.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Lloyd, 1996
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Premisenone given§ B. Nuclear and electronic spins · p. 15Quantum dots allow flexible control over the confinement potential and can be excited optically.
“Moreover, quantum dots allow flexible control over the confinement potential and they can also be excited optically.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Interpretationnone given§ B. Nuclear and electronic spins · p. 15Electron spins in quantum dots may provide an advantage over atoms in optical lattices due to the very low temperatures relative to the Fermi temperature that can be reached and the natural long-range Coulomb interaction.
“Electron spins in quantum dots may provide an advantage over atoms in optical lattices due to the very low temperatures (relative to the Fermi temperature) that can be reached and the natural long-range Coulomb interaction.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Premisenone given§ VI. PHYSICAL REALIZATIONS · p. 11The physical implementation of a quantum simulator requires a controllable quantum mechanical system.
“The physical implementation of a quantum simulator requires a controllable quantum mechanical system.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisereasoning§ B. Nuclear and electronic spins · p. 15NMR is not very flexible and its main disadvantage is lack of scalability, one reason being spectral crowding that occurs as the number of energy levels increases exponentially with increasing number of spins.
“However, it is not very flexible and its main disadvantage is the lack of scalability, one of the main reasons being the spectral crowding that occurs as the number of energy levels increases exponentially with increasing number of spins.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Interpretationreasoning§ VI. PHYSICAL REALIZATIONS · p. 11An array of qubits plus their controls would make an ideal quantum simulator for many condensed matter problems because it can be thought of as the simplified, magnified lattice structure of a solid.
“For many problems in this class, an array of qubits plus their controls (see Figure 8) would make an ideal quantum simulator because it can be thought of as the simplified, magnified lattice structure of a 'solid', that can be manipulated in a number of different ways in order to test various models.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisecitation§ A. Atoms and ions · p. 13Ion qubits have long coherence times of the order of seconds, and sequences of high-fidelity quantum gates have been demonstrated in experiment.
“Ion qubits also have long coherence times of the order of seconds, and sequences of high-fidelity quantum gates have been demonstrated in experiment (Hanneke et al. , 2009; Lanyon et al. , 2011).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Hanneke et al. , 2009
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- cites Lanyon et al. , 2011
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Premisereasoning§ B. Nuclear and electronic spins · p. 15Using RF pulses, various one-, two- and possibly multi-qubit gates can be implemented in NMR.
“Using RF pulses various one-, two- and possibly multi-qubit gates can be implemented.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
Interpretationnone given§ B. Decoherence and errors · p. 11Cross-validation over a number of different physical systems could be used to rule out the particular imperfections of each implementation as possible sources of error.
“Crossvalidation over a number of different physical systems could be used, and in this way the particular imperfections of each implementation could be ruled out as possible sources of error.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisenone given§ A. Atoms and ions · p. 12Optical lattices provide the highly desirable properties of being easily tunable and essentially defect-free.
“Indeed, optical lattices provide the highly desirable properties of being easily tunable and essentially defect-free.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ A. Atoms and ions · p. 13Alternative systems that can be used for quantum simulation include Rydberg atoms and polar molecules.
“Alternative systems that can be used for quantum simulation include Rydberg atoms (Weimer et al. , 2010) and polar molecules (Lewenstein, 2006; Micheli et al. , 2006).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Weimer et al. , 2010
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- cites Lewenstein, 2006
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- cites Micheli et al. , 2006
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Premisecitation§ B. Nuclear and electronic spins · p. 15Nuclear spins manipulated by means of NMR have been among the first experimental systems to implement small quantum algorithms and quantum simulation.
“Nuclear spins manipulated by means of NMR have been among the first experimental systems to implement small quantum algorithms and quantum simulation (Li et al. , 2011; Peng and Suter, 2010; Peng et al. , 2009; Zhang et al. , 2012).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Li et al. , 2011
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- cites Peng and Suter, 2010
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- cites Peng et al. , 2009
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Interpretationnone given§ B. Nuclear and electronic spins · p. 15Nuclear spins provide a very good testbed for various small simulation problems and allow the implementation of both DQS and AQS.
“Nevertheless, nuclear spins provide a very good testbed for various small simulation problems and allow the implementation of both DQS and AQS.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Premisenone given§ VI. PHYSICAL REALIZATIONS · p. 11Any physical system that can be used as a quantum computer would also be a universal machine for DQS.
“Any physical system that can be used as a quantum computer would also be a universal machine for DQS.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisenone given§ B. Nuclear and electronic spins · p. 15If the confinement region of a quantum dot is roughly the same size as the wavelength of the charge carrier, the energy levels are quantized and the quantum dot becomes very similar to a real atom.
“If the region is roughly the same size as the wavelength of the charge carrier, the energy levels are quantized and the quantum dot becomes very similar to a real atom (and can therefore be referred to as an 'artificial atom').”
Quote in the paperNot a substantial claimMay combine two claims.
Premisecitation§ A. Atoms and ions · p. 13Ions can be trapped by electric or magnetic fields, laser-cooled and manipulated with high precision for realizing quantum simulation.
“Ions can be trapped by electric (or magnetic) fields, laser-cooled and manipulated with high precision for realizing quantum simulation (Blatt and Wineland, 2008; Johanning et al. , 2009; Sch¨ atz et al. , 2007, 2004).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Blatt and Wineland, 2008
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- cites Johanning et al. , 2009
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- cites Sch¨ atz et al. , 2007, 2004
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Premisecitation§ 6. Superconductivity · p. 24Several groups have observed signatures of the crossover between a BCS and a BEC superfluid as the strength of attractive interactions between fermionic particles is varied.
“several groups have observed signatures of the crossover between a BCS and a BEC superfluid as the strength of attractive interactions between fermionic particles is varied”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Regal et al. , 2004
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- cites Zwierlein et al. , 2005
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- cites Lewenstein et al. , 2007
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Premisenone given§ C. Superconducting circuits · p. 16The frequencies of superconducting circuits can be tuned in situ by adjusting an external parameter, typically an external magnetic field, and the coupling energy between two qubits can be turned on and off at will.
“The frequencies can also be tuned in situ by adjusting an external parameter (typically an external magnetic field), and the coupling energy between two qubits can be turned on and off at will.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Premisenone given§ D. Photons · p. 17Photons can carry quantum information over long distances, hardly being affected by noise or decoherence.
“Photons can carry quantum information over long distances, hardly being affected by noise or decoherence.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Premisenone given§ 1. Hubbard model · p. 19The Hubbard model is the simplest model of interacting particles on a lattice, but for large numbers of particles in more than one dimension it is difficult to treat using classical computers.
“The Hubbard model is the simplest model of interacting particles on a lattice. However, for large numbers of particles in more than one dimensions, the model is difficult to treat using classical computers.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Interpretationnone given§ VII. APPLICATIONS · p. 18In general, with a quantum simulator one could address problems that are either intractable on classical computers or experimentally challenging.
“In general, with a quantum simulator one could address problems that are either intractable on classical computers or experimentally challenging .”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Interpretationnone given§ F. Current state of the art · p. 17Currently only with neutral atoms in an optical lattice is it possible to perform quantum simulations with more than a few particles, and these systems can at present be considered the most advanced platform for AQS.
“Currently only with neutral atoms in an optical lattice is it possible to perform quantum simulations with more than a few particles, and these systems can at present be considered the most advanced platform for AQS.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Premisenone given§ D. Photons · p. 17Photons naturally possess the ability to encode qubit states, e.g. in the polarization of the photon, and one-qubit gates can be easily realized with linear optical components.
“They naturally possess the ability to encode qubit states, e.g. in the polarization of the photon, and one-qubit gates can be easily realized with linear optical components.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ B. High-energy physics · p. 25Zitterbewegung has been simulated with a trapped ion.
“it has been simulated with a trapped ion (Gerritsma et al. , 2010).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Gerritsma et al. , 2010
Not checked in the free run.
- Rests on an assumption: Zitterbewegung has never been observed in its original form with free relativistic particles.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ E. Other systems · p. 17Electrons trapped on the surface of liquid helium could be used for quantum simulation of condensed matter physics, and this setup could be used to simulate the Ising model.
“Another system that could be used for the quantum simulation of condensed matter physics is electrons trapped on the surface of liquid helium (Mostame and Sch¨ utzhold, 2008). This setup could be used to simulate the Ising model.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Mostame and Sch¨ utzhold, 2008
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Premisecitation§ B. High-energy physics · p. 25A recent experiment used a superconducting circuit to simulate a massless Klein-Gordon field with tunable speed of propagation, which was used to simulate the generation of photons in the dynamical Casimir effect.
“A recent experiment (L¨ ahteenm¨ aki et al. , 2013) used a superconducting circuit to simulate a massless Klein-Gordon field with tunable speed of propagation, which was used to simulate the generation of photons in the dynamical casimir effect.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites L¨ ahteenm¨ aki et al. , 2013
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Premisecitation§ B. High-energy physics · p. 25A quantum simulation of the Klein paradox was recently implemented with trapped ions.
“A quantum simulation of this phenomenon was recently implemented with trapped ions (Gerritsma et al. , 2011).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Gerritsma et al. , 2011
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Premisecitation§ C. Superconducting circuits · p. 16Superconducting circuits can be coupled to cavities, which are electrical resonators, and this setup is useful for the study of electric-circuit analogues of cavity quantum electrodynamics (circuit QED).
“Furthermore, superconducting circuits can be coupled to 'cavities', which are actually electrical resonators (and the 'photons' are, for the most part, electron-density oscillations). This setup is very useful for the study of electric-circuit analogues of cavity quantum electrodynamics (circuit QED) (Schoelkopf and Girvin, 2008; You and Nori, 2005, 2011).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Schoelkopf and Girvin, 2008
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- cites You and Nori, 2005, 2011
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Premisenone given§ C. Superconducting circuits · p. 16Although macroscopic in size, superconducting circuits can display quantum behavior and can be seen as artificial atoms.
“Although macroscopic in size, these circuits can display quantum behavior and can be seen as 'artificial atoms'.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Interpretationnone given§ E. Other systems · p. 17NV centers in diamond have not received much attention as potential quantum simulators, which might be due to difficulties in coupling the NV centers to each other and future scalability.
“Unlike other systems studied in the context of quantum computation, however, NV centers in diamond have not received much attention as potential quantum simulators, which might be due to difficulties in coupling the NV centers to each other and future scalability.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ B. High-energy physics · p. 25It is possible to simulate classically the Zitterbewegung of a free Dirac electron in an optical superlattice.
“it is also possible to simulate classically the Zitterbewegung of a free Dirac electron in an optical superlattice (Dreisow et al. , 2010).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Dreisow et al. , 2010
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Interpretationnone given§ E. Other systems · p. 17In principle the liquid-helium electron system could be scaled up, but the control would be very difficult.
“In principle it could be scaled up, but the control would be very difficult.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Interpretationnone given§ D. Photons · p. 17The difficulty in implementing two-qubit gates is a serious drawback for photonic systems in the context of quantum computation.
“Although the difficulty in implementing two-qubit gates is a serious drawback for photonic systems in the context of quantum computation, there have been some notable achievements for quantum simulation using photons.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisenone given§ C. Superconducting circuits · p. 16Quantum information can be encoded in superconducting circuits in different ways: in the number of superconducting electrons on a small island, in the direction of a current around a loop, or in oscillatory states of the circuit.
“Quantum information can be encoded in different ways: in the number of superconducting electrons on a small island, in the direction of a current around a loop, or in oscillatory states of the circuit.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisecitation§ D. Atomic physics · p. 26Both natural atoms and artificial atoms have discrete energy levels and exhibit coherent quantum oscillations between those levels.
“Both have discrete energy levels and exhibit coherent quantum oscillations between those levels.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites You and Nori, 2005, 2011
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Premisecitation§ G. Quantum chaos · p. 28The quantum baker's map has an efficient realization in terms of quantum gates.
“the quantum baker's map, a prototypical example in quantum chaos, has an efficient realization in terms of quantum gates (Schack, 1998).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Schack, 1998
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Premisecitation§ E. Quantum chemistry · p. 27It was shown how to compute molecular energies using DQS and the required number of qubits was estimated.
“In (Aspuru-Guzik et al. , 2005) it was shown how to compute molecular energies using DQS and the required number of qubits was estimated (see also Figure 4).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Aspuru-Guzik et al. , 2005
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Premisenone given§ F. Open quantum systems · p. 27Simulating the dynamics of open quantum systems is even more costly than that of closed quantum systems because solving the Lindblad equation requires quadratically more resources than solving the Schrödinger equation for the same physical system.
“Simulating the dynamics of open quantum systems is even more costly than that of closed quantum systems because solving the Lindblad equation requires quadratically more resources than solving the Schr¨ odinger equation for the same physical system.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ F. Open quantum systems · p. 27It was theoretically shown that a driven harmonic oscillator can act as a quantum simulator for the non-Markovian damped harmonic oscillator.
“In (Piilo and Maniscalco, 2006) it was theoretically shown that a driven harmonic oscillator can act as a quantum simulator for the non-Markovian damped harmonic oscillator.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Piilo and Maniscalco, 2006
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Premisecitation§ F. Open quantum systems · p. 27Another recent experiment simulated non-Markovian dynamics using a linear-optics setup.
“Another recent experiment simulated non-markovian Dynamics using a linear-optics setup (Chiuri et al. , 2012).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Chiuri et al. , 2012
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Premisenone given§ F. Open quantum systems · p. 27Simulating open quantum systems with quantum simulators can be done in two ways.
“Simulating open quantum systems with quantum simulators can be done in two ways.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ E. Quantum chemistry · p. 27Chemical reaction dynamics have been investigated using NMR DQS.
“More recently, chemical reaction dynamics have been investigated using NMR DQS (Lu et al. , 2011).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Lu et al. , 2011
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Premisecitation§ F. Open quantum systems · p. 27A simulation of decoherence caused by classical noise that was artificially added to the control signal of a superconducting qubit was reported.
“A simulation of decoherence caused by classical noise that was artificially added to the control signal of a superconducting qubit was reported in (Li et al. , 2013).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Li et al. , 2013
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Premisecitation§ F. Open quantum systems · p. 27A recent experiment with trapped ions demonstrated the possibility of engineering open-system dynamics using the dissipative preparation of entangled states.
“A recent experiment with trapped ions demonstrated the possibility of engineering open-system dynamics using the dissipative preparation of entangled states (Barreiro et al. , 2011).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Barreiro et al. , 2011
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Premisecitation§ E. Quantum chemistry · p. 27The algorithm for calculating the thermal rate constant would run in polynomial time while any exact classical simulation is bound to exhibit exponential scaling.
“The algorithm would run in polynomial time while any exact classical simulation is bound to exhibit exponential scaling.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Lidar and Wang, 1999
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Premisecitation§ E. Quantum chemistry · p. 27The authors of (Smirnov et al., 2007) showed how a quantum dot with one electron can be considered an artificial hydrogen atom and a quantum dot containing four electrons can be viewed as an artificial oxygen atom.
“The authors showed how a quantum dot with one electron can be considered an artificial hydrogen atom and a quantum dot containing four electrons can be viewed as an artificial oxygen atom.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Smirnov et al. , 2007
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Premisenone given§ D. Atomic physics · p. 26Natural atoms are driven using visible or microwave photons that excite electrons from one state to another, whereas artificial atoms in circuits are driven by currents, voltages, and microwave photons.
“But whereas natural atoms are driven using visible or microwave photons that excite electrons from one state to another, the artificial atoms in the circuits are driven by currents, voltages, and microwave photons.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisenone given§ D. Atomic physics · p. 26Differences between quantum circuits and natural atoms include how strongly each system couples to its environment (weak for atoms, strong for circuits) and the energy scales of the two systems.
“Differences between quantum circuits and natural atoms include how strongly each system couples to its environment (the coupling is weak for atoms and strong for circuits) and the energy scales of the two systems.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ E. Quantum chemistry · p. 27An efficient algorithm for calculating the thermal rate constant was given in (Lidar and Wang, 1999).
“an efficient algorithm for calculating the thermal rate constant was given in (Lidar and Wang, 1999).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Lidar and Wang, 1999
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Premisecitation§ E. Quantum chemistry · p. 27The molecular energies of the hydrogen molecule have been calculated using a small photonic DQS.
“The molecular energies of the hydrogen molecule have been calculated using a small photonic DQS (Lanyon et al. , 2010).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Lanyon et al. , 2010
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Interpretationcitation§ E. Quantum chemistry · p. 27The number of qubits scales linearly with the number of basis functions, and the number of gates grows polynomially with the number of qubits, so simulations with a few tens or a hundred qubits would already outperform classical computers.
“The number of qubits scales linearly with the number of basis functions, and the number of gates grows polynomially with the number of qubits, so simulations with a few tens or a hundred qubits would already outperform classical computers.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Aspuru-Guzik et al. , 2005
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Premisenone given§ I. Interferometry · p. 28These latter phenomena can be realized using quasi-one-dimensional open systems where photons are injected from one side and move towards the opposite side of the device.
“These latter phenomena can be realized using quasi-one-dimensional open systems where photons are injected from one side and move towards the opposite side of the device.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone given§ VIII. CONCLUDING REMARKS · p. 31For some problems where bulk properties are of interest, individual control and measurement may not be required.
“for some problems where bulk properties are of interest, individual control and measurement may not be required”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ J. Other applications · p. 28It was shown that six to ten qubits would be sufficient for a simulation of the single-particle Schrödinger equation.
“it was shown that six to ten qubits would be sufficient for a simulation of the single-particle Schr¨ odinger equation.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Benenti and Strini, 2008
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Interpretationnone given§ VIII. CONCLUDING REMARKS · p. 28The demonstration of quantum simulations using more than a few tens of qubits would mark the point where quantum computers (whether digital or analog) surpass their classical counterparts, at least for certain applications.
“The demonstration of quantum simulations using more than a few tens of qubits would mark the point where quantum computers (whether digital or analog) surpass their classical counterparts, at least for certain applications.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Premisenone given§ H. Nuclear physics · p. 28Several phenomenological models have been developed, one of which is the superfluid model of the atomic nucleus.
“Several phenomenological models have been developed, one of which is the superfluid model of the atomic nucleus.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Interpretationreasoning§ VIII. CONCLUDING REMARKS · p. 31Progress on the experimental implementation of quantum simulation would be relevant for measurement-based quantum computation.
“Progress on the experimental implementation of quantum simulation would also be relevant for measurement-based quantum computation.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ VIII. CONCLUDING REMARKS · p. 31Adiabatic quantum computation can be viewed as a special case of quantum simulation where the ground state of the simulated Hamiltonian encodes the solution to a computational problem.
“adiabatic quantum computation can be viewed as a special case of quantum simulation where the ground state of the simulated Hamiltonian encodes the solution to a computational problem”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Farhi et al. , 2001
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Interpretationnone given§ VIII. CONCLUDING REMARKS · p. 31In all proposed quantum simulators, improved controllability and scalability are required.
“From the experimental point of view, in all proposed quantum simulators improved controllability and scalability are required.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisereasoning§ H. Nuclear physics · p. 28Even though N is not as large as in condensed matter physics (N < 300), the calculation of the nuclear force is difficult and therefore nuclear physics simulations require significant computing power.
“Even though N is not as large as in condensed matter physics (in this case N , the atomic mass number, is smaller than 300), the calculation of the nuclear force is difficult and therefore nuclear physics simulations require significant computing power.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ I. Interferometry · p. 28Several recent experiments have demonstrated boson sampling using photons.
“Several recent experiments have demonstrated boson sampling using photons (Broome et al. , 2013; Crespi et al. , 2013; Spring et al. , 2013; Tillmann et al. , 2013)”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Broome et al. , 2013
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- cites Crespi et al. , 2013
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- cites Spring et al. , 2013
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Premisereasoning§ I. Interferometry · p. 28These qubits, operating as tunable mirrors, can change the reflection and transmission coefficients of photons confined in waveguides.
“These qubits, operating as tunable mirrors, can change the reflection and transmission coefficients of photons confined in waveguides.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S4 (based).
Interpretationnone given§ VIII. CONCLUDING REMARKS · p. 28Recent theoretical and experimental results on quantum simulation lead us to believe that practical quantum simulators will be built in the near future.
“Recent theoretical and experimental results on quantum simulation lead us to believe that practical quantum simulators will be built in the near future.”
Quote in the paperNot a substantial claim- Rests on an assumption: Current theoretical and experimental progress in quantum simulation will continue at a pace sufficient to build practical quantum simulators in the near future.
May combine two claims.
Premisecitation§ I. Interferometry · p. 28Superconducting qubits can be used to perform Landau-Zener-Stückelberg interferometry and Fano and Fabry-Perot interferometry.
“Superconducting qubits can be used, for example, to perform Landau-Zener-St¨ uckelberg interferometry (Shevchenko et al. , 2010) and Fano and Fabry-Perot interferometry (Ian et al. , 2009; Liao et al. , 2010; Zhou et al. , 2008a).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Shevchenko et al. , 2010
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- cites Ian et al. , 2009
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- cites Liao et al. , 2010
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Premisenone given§ I. Interferometry · p. 28The photons interact with either one or two qubits acting as tunable mirrors, controlled by changing the applied electric and/or magnetic fields on the qubits.
“Along the way, the photons interact with either one or two qubits acting as tunable mirrors, controlled by changing the applied electric and/or magnetic fields on the qubits.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ I. Interferometry · p. 28Boson sampling is another interferometry problem that is closely related to quantum simulation.
“Boson sampling (Aaronson and Arkhipov, 2011) is another interferometry problem that is closely related to quantum simulation.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Aaronson and Arkhipov, 2011
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Premisecitation§ J. Other applications · p. 28Some recent topics in physics research, such as Majorana fermions, graphene or neutrino oscillations, are now discussed in the context of quantum simulation.
“Some recent topics in physics research, such as Majorana fermions (Casanova et al. , 2011; You et al. , 2011), graphene (Gibertini et al. , 2009) or neutrino oscillations (Noh et al. , 2012) are now discussed in the context of quantum simulation.”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Casanova et al. , 2011
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- cites You et al. , 2011
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- cites Gibertini et al. , 2009
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Premisecitation§ I. Interferometry · p. 28This was among the first experimental realizations of quantum simulation.
“This was among the first experimental realizations of quantum simulation.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Leibfried et al. , 2002
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Premisecitation§ I. Interferometry · p. 28Nonlinear interferometers were first investigated in trapped-ion experiments.
“Nonlinear interferometers were first investigated in trapped-ion experiments (Leibfried et al. , 2002).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Leibfried et al. , 2002
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone given§ G. Quantum chaos · p. 28The kicked Harper model should exhibit observable interesting behavior even with only eight qubits.
“It should exhibit observable interesting behavior even with only eight qubits.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ G. Quantum chaos · p. 28The quantum baker's map has been experimentally realized in NMR and with linear optics.
“The quantum baker's map has been experimentally realized in NMR (Weinstein et al. , 2002) and with linear optics (Howell and Yeaze, 2000).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Weinstein et al. , 2002
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- cites Howell and Yeaze, 2000
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Premisecitation§ J. Other applications · p. 28The possibility of simulating the Schrödinger equation on a DQS was first discussed in 1996, with concrete algorithms given in 1998, where a quantum lattice-gas model for the many-particle Schrödinger equation in d dimensions was proposed.
“The possibility of simulating the Schr¨ odinger equation on a DQS was first discussed in 1996 (Lloyd, 1996), with concrete algorithms given in 1998 (Boghosian and Taylor, 1998a), where a quantum lattice-gas model for the many-particle Schr¨ odinger equation in d dimensions was proposed.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Lloyd, 1996
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- cites Boghosian and Taylor, 1998a
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The authors state this as an assumption.
The Hamiltonian can be written as a sum of many terms that describe local interactions.
“We assume that the Hamiltonian can be written as a sum of many terms that describe local interactions:”
The authors state this as an assumption.
There is no restriction in applying one- and two-qubit gates and all qubits of the simulator can be individually addressed and measured.
“Furthermore, it is usually assumed that there is no restriction in applying one- and two-qubit gates and that all qubits of the simulator can be individually addressed and measured.”
The authors state this as an assumption.
The simulated system and its simulator are very similar.
“Because the system and simulator are presumed to be very similar”
The authors state this as an assumption.
The Lamb-Dicke parameter η is small.
“η is the Lamb-Dicke parameter (which is assumed to be small here)”
The paper relies on this without support.
Initial-state preparation and measurement in AQS have not been thoroughly discussed in the literature.
“The initial-state preparation and measurement in AQS have not been thoroughly discussed in the literature.”
The paper relies on this without support.
Less attention has been paid in the literature to the scaling of required resources with desired accuracy than to scaling with system size.
“Compared with the studies on scaling with the system size, less attention has been paid in the literature to the scaling of required resources with desired accuracy.”
The paper relies on this without support.
There has not been much work in the literature on resource estimation for AQS.
“There has not been much work in the literature on resource estimation for AQS.”
The paper relies on this without support.
So far there are few studies investigating how the simulator's imperfections affect the quantum simulation.
“So far there are few studies investigating how the simulator's imperfections affect the quantum simulation”
The authors state this as an assumption.
The Hamiltonian given for N charge or flux qubits biased at their symmetry points and coupled capacitively or inductively is valid for describing superconducting-circuit quantum simulators.
“The Hamiltonian for N charge (flux) qubits biased at their symmetry points (which is optimal for quantum coherence) coupled capacitively (inductively) is:”
The authors state this as an assumption.
The Hubbard Hamiltonian given is valid for describing the Fermi-Hubbard model.
“In (Somma et al. , 2002) it was shown how to obtain the energy spectrum of the Fermi-Hubbard Hamiltonian:”
The authors state this as an assumption.
The spin Hamiltonian form given is valid for describing spin systems.
“Spin systems are typically described by Hamiltonians of the form”
The authors state this as an assumption.
The quantum Ising model Hamiltonian given is valid for describing the trapped-ion quantum magnet simulation.
“The system is described by the quantum Ising model. The Hamiltonian for a chain (with two or more spins) is given by”
The authors state this as an assumption.
The Fano-Anderson Hamiltonian given is valid for describing the fermionic Fano-Anderson model.
“The Fano-Anderson Hamiltonian can be written as follows:”
The paper relies on this without support.
Current theoretical and experimental progress in quantum simulation will continue at a pace sufficient to build practical quantum simulators in the near future.
“Recent theoretical and experimental results on quantum simulation lead us to believe that practical quantum simulators will be built in the near future.”
The paper relies on this without support.
Zitterbewegung has never been observed in its original form with free relativistic particles.
“Zitterbewegung has never been observed in its original form with free relativistic particles”
The paper relies on this without support.
The simulation of gauge theories is a very computationally intensive quantum many-body problem.
“The simulation of gauge theories can be a very computationally intensive quantum many-body problem”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The most important early application of quantum computers is likely to be the simulation of quantum systems.
“the most important early application of quantum computers is likely to be the simulation of quantum systems. 40 -42”
From Quantum algorithms: an overview (2016) · cites this paper as [42]
The Introduction (p. 2) says quantum simulation could be among the first practical applications in which quantum computers outperform classical computers, and describes its many potential uses. It does not rank simulation as the most important early application. (LLM, conf=0.82)
Experimental — accuracy not yet measuredQuantum simulations have been implemented, in some form, on essentially every technological platform for quantum computing.
“and quantum simulations have now been implemented, in some form, on essentially every technological platform for quantum computing.”
From Quantum algorithms: an overview (2016) · cites this paper as [42]
The Introduction (p. 2) reports proof-of-principle quantum-simulation experiments, and Current state of the art (p. 17) describes results using several platforms. But Other systems (p. 17) describes NV centers as a candidate quantum-computing platform that had received little attention for simulation, while discussing other setups only as proposals. The paper therefore supports implementations on multiple platforms, not the claim that they had occurred on essentially every platform. (LLM, conf=0.85)
Experimental — accuracy not yet measuredSeveral devices that are publicized under the name 'quantum simulation' are, in fact, analog simulators.
“Several devices that are publicized in the name 'quantum simulation' are, in fact, analog simulators [63-67].”
From Quantum Computing in the Next-Generation Computational Biology Landscape: From Protein Folding to Molecular Dynamics (2024) · cites this paper as [67]
The development of software platforms such as Rigetti's pyQuil, IBM's QISKit, ETH Zürich's ProjectQ, Google's Cirq, and Xanadu's Strawberry Fields has amplified the synergy between quantum algorithm developers and quantum machines.
“Fortunately, this synergy has been amplified by the development of software platforms such as Rigetti's pyQuil 389 , IBM's QISKit 390 , ETH Z¨ urich's ProjectQ 391 , Google's Cirq 392 , and Xanadu's Strawberry Fields 393 .”
From Quantum Chemistry in the Age of Quantum Computing (2019) · cites this paper as [390]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Claim that only neutral atoms simulate more than a few particles conflicts with ion result
MajorThe review says only neutral atoms in an optical lattice can currently simulate more than a few particles, but elsewhere reports a trapped-ion simulation with hundreds of ions.
“Currently only with neutral atoms in an optical lattice is it possible to perform quantum simulations with more than a few particles”
“In fact a two-dimensional ion array was recently used to implement a quantum simulation of a spin system with hundreds of ions (Britton et al. , 2012).”
Stated inter-qubit distance range excludes the stated ion distances
MinorFigure 16 gives ion separations of 10-50 μm, then summarizes the inter-qubit distances as ranging only from 0.1 to 10 μm.
“As for the inter-ion distances in ion trap arrays, they are about 10-50 µ m and about the same for two-dimensional Coulomb crystals.”
“These inter-qubit distances (from 0.1 to 10 µ m) are to be compared with the far smaller average inter-atomic distances in solids, which are ≤ 1 nm.”
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Many-body physics with ultracold gases
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“Other reviews (Bloch et al., 2012, 2008) describe recent experimental progress.”
BackgroundSimulating physics with computers
Feynman, R. P. (1982) · International Journal of Theoretical Physics · doi:10.1007/bf02650179 · Cited by 7,691 · see citing works
Fault-tolerant quantum computation by anyons
Kitaev, A. Y. (2003) · Annals of Physics · doi:10.1016/s0003-4916(02)00018-0 · Cited by 7,238 · cited 3× · see citing works
“…have a positive impact on the development of other fields such as adiabatic quantum computation (Farhi et al., 2001), measurement-based quantum computation (Raussendorf et al., 2003), topological quantum computation (Kitaev, 2003) and the theory of quantum computation (Vollbrecht and Cirac, 2008).”
BackgroundMethodKimble, H. J. (2008) · Nature · doi:10.1038/nature07127 · Cited by 6,023 · cited 2× · see citing works
“, 2006) could also be used as quantum simulators (see also (Kimble, 2008)).”
BackgroundQuantum phase transition from a superfluid to a Mott insulator in a gas of ultracold atoms
Greiner, M., Mandel, O., Esslinger, T., Hänsch, T. W., & Bloch, I. (2002) · Nature · doi:10.1038/415039a · Cited by 5,935 · cited 15× · see citing works
“interaction energy was controlled in (Greiner et al., 2002) by adjusting the lattice potential depth, such that the quantum”
BackgroundMethodInfluentialChiral tunnelling and the Klein paradox in graphene
Katsnelson, M. I., Novoselov, K. S., & Geim, A. K. (2006) · Nature Physics · doi:10.1038/nphys384 · Cited by 3,896 · cited 1× · see citing works
“A proposal for a simulation using graphene was put forward in (Katsnelson et al., 2006).”
MethodStrong coupling of a single photon to a superconducting qubit using circuit quantum electrodynamics
Wallraff, A., Schuster, D. I., Blais, A., Frunzio, L., Huang, R. S., Majer, J., Kumar, S., Girvin, S. M., & Schoelkopf, R. J. (2004) · Nature · doi:10.1038/nature02851 · Cited by 3,796 · see citing works
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“Hubbard models Atoms (Jaksch et al., 1998),(Greiner et al.”
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Boson localization and the superfluid-insulator transition
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“For example, the quantum phase transition from a superfluid to a Mott insulator phase, predicted in (Fisher et al., 1989), was first observed in 2002 (Greiner et al.”
BackgroundLloyd, S. (1996) · Science · doi:10.1126/science.273.5278.1073 · Cited by 3,088 · cited 10× · see citing works
“First, one could exploit the natural decoherence of the simulator, as first suggested in (Lloyd, 1996) and investigated experimentally in (Tseng et al., 2000) (see also the discussion in Section V.”
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“A recent proposal suggested measurement and feedback control as tools for realizing quantum simulation in atom-cavity systems (Vollbrecht and Cirac, 2009), while others considered the possibility of using atom-cavity systems for simulating the high-spin Heisenberg model (Cho et al., 2008b) and the…”
MethodQuantum simulations with ultracold quantum gases
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“Other reviews (Bloch et al., 2012, 2008) describe recent experimental progress.”
BackgroundUltracold atomic gases in optical lattices: mimicking condensed matter physics and beyond
Lewenstein, M., Sanpera, A., Ahufinger, V., Damski, B., Sen(De), A., & Sen, U. (2007) · Advances in Physics · doi:10.1080/00018730701223200 · Cited by 2,104 · cited 9× · see citing works
“A quantum simulation of the Mott insulator-superfluid phase transition in the Hubbard model can be realized by adjusting the depth of the optical lattice, which mainly modifies the tunneling strength and to a lesser extent modifies the on-site interaction strength, or by controlling the on-site interactions via Feschb…”
BackgroundMethodInfluentialSpin–orbit-coupled Bose–Einstein condensates
Lin, Y.-J., Jiménez-García, K., & Spielman, I. B. (2011) · Nature · doi:10.1038/nature09887 · Cited by 2,077 · see citing works
Clarke, J. L., & Wilhelm, F. K. (2008) · Nature · doi:10.1038/nature07128 · Cited by 2,061 · see citing works
A Quantum Adiabatic Evolution Algorithm Applied to Random Instances of an NP-Complete Problem
Farhi, E., Goldstone, J., Gutmann, S., Lapan, J., Lundgren, A., & Preda, D. (2001) · Science · doi:10.1126/science.1057726 · Cited by 2,056 · cited 2× · see citing works
“…progress in quantum simulation will also have a positive impact on the development of other fields such as adiabatic quantum computation (Farhi et al., 2001), measurement-based quantum computation (Raussendorf et al., 2003), topological quantum computation (Kitaev, 2003) and the theory…”
Background<i>Colloquium</i> : Artificial gauge potentials for neutral atoms
Dalibard, J., Gerbier, F., Juzeliūnas, G., & Öhberg, P. (2011) · Reviews of Modern Physics · doi:10.1103/revmodphys.83.1523 · Cited by 2,033 · cited 1× · see citing works
“Another recently emerging direction for quantum simulation using atomic gases is the simulation of artificial gauge fields (Dalibard et al., 2011).”
BackgroundAnderson localization of a non-interacting Bose–Einstein condensate
Roati, G., D’Errico, C., Fallani, L., Fattori, M., Fort, C., Zaccanti, M., Modugno, G. C., Modugno, M., & Inguscio, M. (2008) · Nature · doi:10.1038/nature07071 · Cited by 1,793 · cited 15× · see citing works
“There have been studies on the AQS of frustrated spin models with trapped ions (Bermudez et al., 2011; Ivanov and Schmidt-Kaler, 2011; Kim et al., 2010; Porras and Cirac, 2006b), NMR (Peng et al., 2009), photons (Ma et al., 2011) and atoms in optical lattices (see (Lewenstein et al., 2007) and references therein, (Bec…”
BackgroundInfluentialVerstraete, F., Murg, V., & Cirac, J. I. (2008) · Advances In Physics · doi:10.1080/14789940801912366 · Cited by 1,710 · cited 1× · see citing works
“For more details we direct the reader to the two reviews (Cirac and Verstraete, 2009; Verstraete et al., 2008) and the references therein.”
BackgroundObservation of Resonance Condensation of Fermionic Atom Pairs
Regal, C. A., Greiner, M., & Jin, D. S. (2004) · Physical Review Letters · doi:10.1103/physrevlett.92.040403 · Cited by 1,687 · cited 2× · see citing works
“By tuning interatomic interactions using Feshbach resonances, it was possible to investigate the crossover from a Bardeen-Cooper-Schrieffer (BCS) state of weakly attractive fermions to a Bose-Einstein condensate (BEC) of tightly bound fermion pairs (Regal et al., 2004; Zwierlein et al., 2005).”
BackgroundMethodTonks–Girardeau gas of ultracold atoms in an optical lattice
Paredes, B., Widera, A., Murg, V., Mandel, O., Fölling, S., Cirac, J. I., Shlyapnikov, G. V., Hänsch, T. W., & Bloch, I. (2004) · Nature · doi:10.1038/nature02530 · Cited by 1,668 · cited 2× · see citing works
“Recent experiments on the subject include the realization of a Tonks-Girardeau gas in one dimension (Paredes et al., 2004) and the investigation of atoms trapped in a graphene-like lattice (Uehlinger et al.”
BackgroundMeasurement-based quantum computation on cluster states
Raussendorf, R., Browne, D. E., & Briegel, H. J. (2003) · Physical Review A · doi:10.1103/physreva.68.022312 · Cited by 1,655 · cited 2× · see citing works
“…have a positive impact on the development of other fields such as adiabatic quantum computation (Farhi et al., 2001), measurement-based quantum computation (Raussendorf et al., 2003), topological quantum computation (Kitaev, 2003) and the theory of quantum computation (Vollbrecht and Cirac, 2008).”
BackgroundDirect observation of Anderson localization of matter waves in a controlled disorder
Billy, J., Josse, V., Zuo, Z., Bernard, A., Hambrecht, B., Lugan, P., Clément, D., Sanchez-Palencia, L., Bouyer, P., & Aspect, A. (2008) · Nature · doi:10.1038/nature07000 · Cited by 1,644 · cited 1× · see citing works
“Furthermore, theoretical and experimental studies have investigated possible routes towards Anderson-like localization of atomic BECs in disordered potentials (Billy et al., 2008; Roati et al., 2008; Schulte et al., 2005).”
BackgroundThe World’s Technological Capacity to Store, Communicate, and Compute Information
Hilbert, M., & López, P. (2011) · Science · doi:10.1126/science.1200970 · Cited by 1,643 · cited 1× · see citing works
“This is roughly ten thousand times more than the amount of information stored by humankind in 2007, which was estimated to be 2.4× 1021 bits (Hilbert and Lopez, 2011).”
BackgroundInfluentialQuantum simulations with trapped ions
Blatt, R., & Roos, C. F. (2012) · Nature Physics · doi:10.1038/nphys2252 · Cited by 1,629 · cited 2× · see citing works
“, 2007), ions (Blatt and Roos, 2012; Schneider et al., 2012), photons (Aspuru-Guzik and Walther, 2012), superconducting circuits (Houck et al.”
BackgroundArtificial Brownian motors: Controlling transport on the nanoscale
Peter Hänggi, A., & Marchesoni, F. (2009) · Reviews of Modern Physics · doi:10.1103/revmodphys.81.387 · Cited by 1,556 · cited 2× · see citing works
“Another direction of interest is quantum heat engines, quantum Brownian motion (Hänggi and Marchesoni, 2009; Hänggi et al., 2005) and quantum thermodynamics (Maruyama et al.”
BackgroundA quantum gas microscope for detecting single atoms in a Hubbard-regime optical lattice
Bakr, W., Gillen, J. I., Peng, A., Fölling, S., & Greiner, M. (2009) · Nature · doi:10.1038/nature08482 · Cited by 1,511 · cited 1× · see citing works
“…widths of laser beams (both typically being 0.5- 13 0.8 µm), but recent progress suggests that there may be methods for overcoming this difficulty (Bakr et al., 2009, 2010; Fuhrmanek et al., 2011; Gibbons et al., 2011; Nelson et al., 2007; Sherson et al., 2010; Weitenberg et al., 2011; Würtz…”
BackgroundInfluentialSimulated Quantum Computation of Molecular Energies
Aspuru-Guzik, A., Dutoi, A. D., Love, P. J., & Head-Gordon, M. (2005) · Science · doi:10.1126/science.1113479 · Cited by 1,418 · cited 7× · see citing works
“Let us now take a look at another example: the algorithm given in (Aspuru-Guzik et al., 2005) for the calculation of molecular energies using a recursive phaseestimation algorithm.”
BackgroundMethodInfluentialSingle-atom-resolved fluorescence imaging of an atomic Mott insulator
Sherson, J. F., Weitenberg, C., Endres, M., Cheneau, M., Bloch, I., & Kuhr, S. (2010) · Nature · doi:10.1038/nature09378 · Cited by 1,361 · see citing works
Atomic physics and quantum optics using superconducting circuits
You, J. Q., & Nori, F. (2011) · Nature · doi:10.1038/nature10122 · Cited by 1,311 · cited 4× · see citing works
“This setup is very useful for the study of electric-circuit analogues of cavity quantum electrodynamics (circuit QED) (Schoelkopf and Girvin, 2008; You and Nori, 2005, 2011).”
BackgroundMethodInfluentialSelf-citationQuantum Theory of Many Particle Systems
Sharma, A. (2021) · CRC Press eBooks · doi:10.1201/9781003154457-9 · Cited by 1,289 · see citing works
Computational Complexity and Fundamental Limitations to Fermionic Quantum Monte Carlo Simulations
Troyer, M., & Wiese, U. ‐. (2005) · Physical Review Letters · doi:10.1103/physrevlett.94.170201 · Cited by 1,251 · cited 1× · see citing works
“For some quantum systems, especially fermionic and frustrated systems, the numerical evaluation of the integrals encounters the problem of sampling with non-positive-semidefinite weight functions, which is the so-called sign problem [see, e.g. (Troyer and Wiese, 2005)].”
BackgroundEntangled states of trapped atomic ions
Blatt, R., & Wineland, D. J. (2008) · Nature · doi:10.1038/nature07125 · Cited by 1,165 · cited 3× · see citing works
“Ions can be trapped by electric (or magnetic) fields, laser-cooled and manipulated with high precision for realizing quantum simulation (Blatt and Wineland, 2008; Johanning et al., 2009; Schätz et al., 2007, 2004).”
BackgroundAn open-system quantum simulator with trapped ions
Barreiro, J. T., Müller, M., Schindler, P., Nigg, D., Monz, T., Chwalla, M., Hennrich, M., Roos, C. F., Zoller, P., & Blatt, R. (2011) · Nature · doi:10.1038/nature09801 · Cited by 1,100 · cited 4× · see citing works
“A recent experiment with trapped ions demonstrated the possibility of engineering open-system dynamics using the dissipative preparation of entangled states (Barreiro et al., 2011).”
BackgroundInfluentialA toolbox for lattice-spin models with polar molecules
Micheli, A., Brennen, G. K., & Zoller, P. (2006) · Nature Physics · doi:10.1038/nphys287 · Cited by 1,079 · cited 3× · see citing works
“Topological models have also been investigated in (Brennen et al., 2009; Freedman et al., 2002; Kitagawa, 2012; Micheli et al., 2006; Stanescu et al., 2009; Xue, 2011).”
BackgroundMethodOn-chip quantum simulation with superconducting circuits
Houck, A. A., Türeci, H. E., & Koch, J. (2012) · Nature Physics · doi:10.1038/nphys2251 · Cited by 1,069 · cited 3× · see citing works
“…Jaksch and Zoller, 2005; Lewenstein et al., 2007), ions (Blatt and Roos, 2012; Schneider et al., 2012), photons (Aspuru-Guzik and Walther, 2012), superconducting circuits (Houck et al., 2012) and quantum chemistry (Kassal et al., 2011; Lu et al., 2012), a global review of the field is missing.”
BackgroundObservation of a Strongly Interacting Degenerate Fermi Gas of Atoms
O’Hara, K. M., Hemmer, S. L., Gehm, M. E., Granade, S. R., & Thomas, J. E. (2002) · Science · doi:10.1126/science.1079107 · Cited by 1,039 · cited 1× · see citing works
“The continuous tunability of the interaction strength also allowed access to the so-called unitarity regime (O’Hara et al., 2002), where the interaction strength is comparable to the Fermi energy, meaning that there is a single energy scale in the problem.”
BackgroundVortices and superfluidity in a strongly interacting Fermi gas
Zwierlein, M. W., Abo-Shaeer, J. R., Schirotzek, A., Schunck, C. H., & Ketterle, W. (2005) · Nature · doi:10.1038/nature03858 · Cited by 1,019 · cited 2× · see citing works
“By tuning interatomic interactions using Feshbach resonances, it was possible to investigate the crossover from a Bardeen-Cooper-Schrieffer (BCS) state of weakly attractive fermions to a Bose-Einstein condensate (BEC) of tightly bound fermion pairs (Regal et al., 2004; Zwierlein et al., 2005).”
BackgroundMethodSuperconducting Circuits and Quantum Information
You, J. Q., & Nori, F. (2005) · Physics Today · doi:10.1063/1.2155757 · Cited by 1,002 · cited 6× · see citing works
“The Jaynes-Cummings Hamiltonian can be realized with superconducting circuits (see, e.g. (Schoelkopf and Girvin, 2008; Wallraff et al., 2004; You and Nori, 2003, 2005, 2011; Zueco et al., 2009)).”
BackgroundMethodInfluentialSelf-citationJaksch, D., & Zoller, P. (2005) · Annals of Physics · doi:10.1016/j.aop.2004.09.010 · Cited by 976 · cited 2× · see citing works
“However, besides the brief overview of quantum simulators in (Buluta and Nori, 2009) and the specialized reviews focused on cold atoms (Bloch et al., 2012; Jaksch and Zoller, 2005; Lewenstein et al., 2007), ions (Blatt and Roos, 2012; Schneider et al.”
BackgroundStrongly interacting polaritons in coupled arrays of cavities
Hartmann, M. J., Brandão, F. G. S. L., & Plenio, M. B. (2006) · Nature Physics · doi:10.1038/nphys462 · Cited by 961 · cited 9× · see citing works
“Such an array could be realized, for example, with atoms in optical lattices (Greiner and Fölling, 2008), atoms in arrays of cavities (Angelakis et al., 2007; Brandao et al., 2007; Greentree et al., 2006; Hartmann et al., 2006), ions either in microtrap arrays (Chiaverini and Lybarger, 2008; Clark et al.”
BackgroundInfluentialAspuru-Guzik, A., & Walther, P. (2012) · Nature Physics · doi:10.1038/nphys2253 · Cited by 952 · cited 2× · see citing works
“, 2012), photons (Aspuru-Guzik and Walther, 2012), superconducting circuits (Houck et al.”
BackgroundSchoelkopf, R. J., & Girvin, S. M. (2008) · Nature · doi:10.1038/451664a · Cited by 948 · see citing works
Observation of the dynamical Casimir effect in a superconducting circuit
Wilson, C. M., Johansson, G., Pourkabirian, A., Simoen, M., Johansson, J. R., Duty, T., Nori, F., & Delsing, P. (2011) · Nature · doi:10.1038/nature10561 · Cited by 946 · cited 2× · see citing works
“such as the dynamical Casimir effect (Johansson et al., 2010; Lähteenmäki et al., 2013; Wilson et al., 2011).”
BackgroundSelf-citationBritton, J. W., Sawyer, B. C., Keith, A. C., Wang, C.-C. J., Freericks, J. K., Uys, H., Biercuk, M. J., & Bollinger, J. J. (2012) · Nature · doi:10.1038/nature10981 · Cited by 941 · cited 2× · see citing works
“…in (Bermudez et al., 2009; Deng et al., 2005; Korenblit et al., 2012; Lin et al., 2011a; Porras and Cirac, 2005a,b; Porras et al., 2008) and put into practice in the experiments of (Britton et al., 2012; Edwards et al., 2010; Friedenauer et al., 2008; Islam et al., 2011; Kim et al., 2010, 2011).”
BackgroundMethodAdvances in the Physics of High-Temperature Superconductivity
Orenstein, J., & Millis, A. J. (2000) · Science · doi:10.1126/science.288.5465.468 · Cited by 924 · cited 1× · see citing works
“The CuO2 plane in a high-Tc superconductor (Orenstein and Millis, 2000) could be simulated in an analog manner by an array of electrostatically defined quantum dots, as suggested in (Manousakis, 2002) in one of the early proposals for AQS.”
BackgroundQuantum simulation of antiferromagnetic spin chains in an optical lattice
Simon, J., Bakr, W. S., Ma, R., Tai, M. E., Preiss, P. M., & Greiner, M. (2011) · Nature · doi:10.1038/nature09994 · Cited by 898 · see citing works
Buluta, I., & Nori, F. (2009) · Science · doi:10.1126/science.1177838 · Cited by 876 · cited 3× · see citing works
“As a general rule of thumb, it is sometimes said that in order to outperform classical computers quantum simulators require somewhere between 40 and 100 qubits (Buluta and Nori, 2009).”
BackgroundMethodSelf-citationThe computational complexity of linear optics
Aaronson, S., & Arkhipov, A. (2011) · Proceedings of the forty-third annual ACM symposium on Theory of computing · doi:10.1145/1993636.1993682 · Cited by 874 · cited 2× · see citing works
“Boson sampling (Aaronson and Arkhipov, 2011) is another interferometry problem that is closely related to quantum simulation.”
BackgroundEffective Quantum Spin Systems with Trapped Ions
Porras, D., & Cirac, J. I. (2004) · Physical Review Letters · doi:10.1103/physrevlett.92.207901 · Cited by 872 · cited 4× · see citing works
“…simulating quantum systems by quantum mechanical means is analog quantum simulation (AQS), in which one quantum system mimics (emulates) another (see, e.g., (Fischer and Schützhold, 2004; Manousakis, 2002; Porras and Cirac, 2004b; Smirnov et al., 2007; Wei and Xue, 1997; Zagoskin et al., 2007)).”
BackgroundInfluentialSimulating Physics with Computers
Feynman, R. P. (2018) · CRC Press eBooks · doi:10.1201/9780429500459-11 · Cited by 870 · see citing works
Weimer, H., Müller, M., Lesanovsky, I., Zoller, P., & Büchler, H. P. (2010) · Nature Physics · doi:10.1038/nphys1614 · Cited by 867 · cited 1× · see citing works
“Alternative systems that can be used for quantum simulation include Rydberg atoms (Weimer et al., 2010) and polar molecules (Lewenstein, 2006; Micheli et al., 2006).”
BackgroundBoson Sampling on a Photonic Chip
Spring, J. B., Metcalf, B. J., Humphreys, P. C., Kolthammer, W. S., Jin, X.-M., Barbieri, M., Datta, A., Thomas-Peter, N., Langford, N. K., Kundys, D., et al. (2013) · Science · doi:10.1126/science.1231692 · Cited by 837 · cited 4× · see citing works
“Several recent experiments have demonstrated boson sampling using photons (Broome et al., 2013; Crespi et al., 2013; Spring et al., 2013; Tillmann et al., 2013), and Ref.”
BackgroundInfluentialClass of Quantum Many-Body States That Can Be Efficiently Simulated
Vidal, G. (2008) · Physical Review Letters · doi:10.1103/physrevlett.101.110501 · Cited by 831 · cited 1× · see citing works
“In an interesting recent development, classical numerical algorithms for the simulation of quantum many-body systems came out of research on quantum information theory (For detailed studies on the subject, see e.g. (Verstraete and Cirac, 2004; Verstraete et al., 2004; Vidal, 2008)).”
MethodLandau–Zener–Stückelberg interferometry
Shevchenko, S. N., Ashhab, S., & Nori, F. (2010) · Physics Reports · doi:10.1016/j.physrep.2010.03.002 · Cited by 821 · cited 2× · see citing works
“Superconducting qubits can be used, for exam- ple, to perform Landau-Zener-Stückelberg interferometry (Shevchenko et al., 2010) and Fano and Fabry-Perot interferometry (Ian et al., 2009; Liao et al., 2010; Zhou et al., 2008a).”
MethodSelf-citationQuantum Algorithm Providing Exponential Speed Increase for Finding Eigenvalues and Eigenvectors
Abrams, D. S., & Lloyd, S. (1999) · Physical Review Letters · doi:10.1103/physrevlett.83.5162 · Cited by 817 · cited 1× · see citing works
“…of DQS also include obtaining certain properties of a given quantum system (e.g., phase estimation for computing eigenvalues of operators, particularly the Hamiltonian (Abrams and Lloyd, 1999; Aspuru-Guzik et al., 2005; Wang et al., 2010a), or computing partition functions (Lidar and Biham, 1997)).”
BackgroundTowards quantum chemistry on a quantum computer
Lanyon, B. P., Whitfield, J. D., Gillett, G. G., Goggin, M. E., Almeida, M. P., Kassal, I., Biamonte, J. D., Mohseni, M., Powell, B. J., Barbieri, M., et al. (2010) · Nature Chemistry · doi:10.1038/nchem.483 · Cited by 796 · cited 9× · see citing works
“, 2009), to calculate the energy spectrum of the hydrogen molecule to 20 bits of precision (Lanyon et al., 2010) and to simulate frustrated spin systems (Ma et al.”
BackgroundMethodInfluentialProbing the Superfluid–to–Mott Insulator Transition at the Single-Atom Level
Bakr, W. S., Peng, A., Tai, M. E., Ma, R., Simon, J., Gillen, J. I., Fölling, S., Pollet, L., & Greiner, M. (2010) · Science · doi:10.1126/science.1192368 · Cited by 796 · cited 1× · see citing works
“…widths of laser beams (both typically being 0.5- 13 0.8 µm), but recent progress suggests that there may be methods for overcoming this difficulty (Bakr et al., 2009, 2010; Fuhrmanek et al., 2011; Gibbons et al., 2011; Nelson et al., 2007; Sherson et al., 2010; Weitenberg et al., 2011; Würtz…”
BackgroundInfluentialQuantum thermodynamic cycles and quantum heat engines
Quan, H. T., Liu, Y.-X., Sun, C. P., & Nori, F. (2007) · Physical Review E · doi:10.1103/physreve.76.031105 · Cited by 789 · cited 1× · see citing works
“The quantum versions of the Carnot and other heat engines were discussed in (Quan et al., 2007).”
BackgroundSelf-citationQuantum phase transitions of light
Greentree, A. D., Tahan, C., Cole, J. H., & Hollenberg, L. C. L. (2006) · Nature Physics · doi:10.1038/nphys466 · Cited by 788 · cited 6× · see citing works
“Such an array could be realized, for example, with atoms in optical lattices (Greiner and Fölling, 2008), atoms in arrays of cavities (Angelakis et al., 2007; Brandao et al., 2007; Greentree et al., 2006; Hartmann et al., 2006), ions either in microtrap arrays (Chiaverini and Lybarger, 2008; Clark et al.”
BackgroundInfluentialFiber-Optical Analog of the Event Horizon
Philbin, T. G., Kuklewicz, C., Robertson, S., Hill, S., König, F., & Leonhardt, U. (2008) · Science · doi:10.1126/science.1153625 · Cited by 771 · cited 2× · see citing works
“, 2009), exciton-polariton superfluids in semiconductors (Gerace and Carusotto, 2012) or even with ultrashort pulses of light in microstructured optical fibers (Philbin et al., 2008) (see also (Nation et al.”
BackgroundQuantum simulation of frustrated Ising spins with trapped ions
Kim, K., Chang, M.-S., Korenblit, S., Islam, R., Edwards, E. E., Freericks, J. K., Lin, G.-D., Duan, L.-M., & Monroe, C. (2010) · Nature · doi:10.1038/nature09071 · Cited by 750 · cited 11× · see citing works
“…in (Bermudez et al., 2009; Deng et al., 2005; Korenblit et al., 2012; Lin et al., 2011a; Porras and Cirac, 2005a,b; Porras et al., 2008) and put into practice in the experiments of (Britton et al., 2012; Edwards et al., 2010; Friedenauer et al., 2008; Islam et al., 2011; Kim et al., 2010, 2011).”
BackgroundMethodInfluentialSimulation of Many-Body Fermi Systems on a Universal Quantum Computer
Abrams, D. S., & Lloyd, S. (1997) · Physical Review Letters · doi:10.1103/physrevlett.79.2586 · Cited by 745 · cited 2× · see citing works
“For example, a method for generating a state that encodes the antisymmetrized many-particle state of fermions (including all the possible permutations), starting from an unsymmetrized state (e.g. |000 · · · 0〉), with polynomial resources was given in (Abrams and Lloyd, 1997).”
BackgroundMethodQuantum simulation of the Dirac equation
Gerritsma, R., Kirchmair, G., Zähringer, F., Solano, E., Blatt, R., & Roos, C. F. (2010) · Nature · doi:10.1038/nature08688 · Cited by 725 · cited 10× · see citing works
“, Dirac particles (Gerritsma et al., 2010; Lamata et al., 2007) or the Klein paradox (Casanova et al.”
BackgroundMethodInfluentialSingle-spin addressing in an atomic Mott insulator
Weitenberg, C., Endres, M., Sherson, J. F., Cheneau, M., Schauß, P., Fukuhara, T., Bloch, I., & Kuhr, S. (2011) · Nature · doi:10.1038/nature09827 · Cited by 720 · see citing works
Tillmann, M., Dakić, B., Heilmann, R., Nolte, S., Szameit, A., & Walther, P. (2013) · Nature Photonics · doi:10.1038/nphoton.2013.102 · Cited by 709 · cited 4× · see citing works
“Several recent experiments have demonstrated boson sampling using photons (Broome et al., 2013; Crespi et al., 2013; Spring et al., 2013; Tillmann et al., 2013), and Ref.”
BackgroundInfluentialEfficient Quantum Algorithms for Simulating Sparse Hamiltonians
Berry, D. W., Ahokas, G., Cleve, R., & Sanders, B. C. (2007) · Communications in Mathematical Physics · doi:10.1007/s00220-006-0150-x · Cited by 692 · cited 1× · see citing works
“This question has been thoroughly studied, and several methods have been developed (see, e.g., (Berry et al., 2007; Bravyi et al., 2008; Bremner et al., 2005; Brown et al., 2011; Dodd et al., 2002; Dür et al., 2008; Hastings, 2006; Wang and Zanardi, 2002; Wocjan et al., 2002a,b,c)), but it still…”
MethodNatural and artificial atoms for quantum computation
Buluta, I. M., Ashhab, S., & Nori, F. (2011) · Reports on Progress in Physics · doi:10.1088/0034-4885/74/10/104401 · Cited by 683 · cited 5× · see citing works
“One of the systems that are being considered as candidate platforms for implementing quantum computation is NV centers in diamond (Buluta et al., 2011; Ladd et al., 2010).”
BackgroundInfluentialSelf-citationRenormalization algorithms for Quantum-Many Body Systems in two and higher dimensionsPreprint
Verstraete, F., & Cirac, J. I. (2004) · arXiv (Cornell University) · doi:10.48550/arxiv.cond-mat/0407066 · Cited by 672 · cited 2× · see citing works
“The first steps in this direction were taken in (Verstraete and Cirac, 2004; Verstraete et al., 2004) and thereafter a significant effort has been made to explore this idea.”
BackgroundMethodQuantum Simulation of Frustrated Classical Magnetism in Triangular Optical Lattices
Struck, J., Ölschläger, C., Le Targat, R., Soltan-Panahi, P., Eckardt, A., Lewenstein, M., Windpassinger, P., & Sengstock, K. (2011) · Science · doi:10.1126/science.1207239 · Cited by 669 · see citing works
Integrated multimode interferometers with arbitrary designs for photonic boson sampling
Crespi, A., Osellame, R., Ramponi, R., Brod, D. J., Galvão, E. F., Spagnolo, N., Vitelli, C., Maiorino, E., Mataloni, P., & Sciarrino, F. (2013) · Nature Photonics · doi:10.1038/nphoton.2013.112 · Cited by 662 · cited 2× · see citing works
“Several recent experiments have demonstrated boson sampling using photons (Broome et al., 2013; Crespi et al., 2013; Spring et al., 2013; Tillmann et al., 2013), and Ref.”
BackgroundPhotonic Boson Sampling in a Tunable Circuit
Broome, M. A., Fedrizzi, A., Rahimi-Keshari, S., Dove, J., Aaronson, S., Ralph, T. C., & White, A. G. (2013) · Science · doi:10.1126/science.1231440 · Cited by 634 · cited 4× · see citing works
“Several recent experiments have demonstrated boson sampling using photons (Broome et al., 2013; Crespi et al., 2013; Spring et al., 2013; Tillmann et al., 2013), and Ref.”
BackgroundInfluentialUniversal Digital Quantum Simulation with Trapped Ions
Lanyon, B. P., Hempel, C., Nigg, D., Müller, M., Gerritsma, R., Zähringer, F., Schindler, P., Barreiro, J. T., Rambach, M., Kirchmair, G., et al. (2011) · Science · doi:10.1126/science.1208001 · Cited by 613 · cited 5× · see citing works
“trapped ions have resulted in the most advanced implementations of DQS to date (Barreiro et al., 2011; Lanyon et al., 2011).”
BackgroundInfluentialSuperconducting Circuits and Quantum Information
You, J. Q., & Nori, F. (2006) · CERN Document Server (European Organization for Nuclear Research) · Cited by 613 · see citing works
Self-citationColloquium : The physics of Maxwell’s demon and information
Maruyama, K., Nori, F., & Vedral, V. (2009) · Reviews of Modern Physics · doi:10.1103/revmodphys.81.1 · Cited by 612 · cited 1× · see citing works
“Another direction of interest is quantum heat engines, quantum Brownian motion (Hänggi and Marchesoni, 2009; Hänggi et al., 2005) and quantum thermodynamics (Maruyama et al., 2009).”
BackgroundSelf-citationSimulating a quantum magnet with trapped ions
Friedenauer, A., Schmitz, H., Glueckert, J. T., Porras, D., & Schaetz, T. (2008) · Nature Physics · doi:10.1038/nphys1032 · Cited by 602 · cited 7× · see citing works
“…in (Bermudez et al., 2009; Deng et al., 2005; Korenblit et al., 2012; Lin et al., 2011a; Porras and Cirac, 2005a,b; Porras et al., 2008) and put into practice in the experiments of (Britton et al., 2012; Edwards et al., 2010; Friedenauer et al., 2008; Islam et al., 2011; Kim et al., 2010, 2011).”
BackgroundMethodInfluentialThe cold atom Hubbard toolboxPreprint
Jaksch, D., & Zoller, P. (2004) · Cited by 568 · see citing works
Angelakis, D. G., Santos, M. F., & Bose, S. (2007) · Physical Review A · doi:10.1103/physreva.76.031805 · Cited by 565 · cited 3× · see citing works
“Such an array could be realized, for example, with atoms in optical lattices (Greiner and Fölling, 2008), atoms in arrays of cavities (Angelakis et al., 2007; Brandao et al., 2007; Greentree et al., 2006; Hartmann et al., 2006), ions either in microtrap arrays (Chiaverini and Lybarger, 2008; Clark et al.”
BackgroundVerstraete, F., Porras, D., & Cirac, J. I. (2004) · Physical Review Letters · doi:10.1103/physrevlett.93.227205 · Cited by 564 · cited 2× · see citing works
“The first steps in this direction were taken in (Verstraete and Cirac, 2004; Verstraete et al., 2004) and thereafter a significant effort has been made to explore this idea.”
BackgroundMethodMeasurement of Stimulated Hawking Emission in an Analogue System
Weinfurtner, S., Tedford, E. W., Penrice, M. C. J., Unruh, W. G., & Lawrence, G. A. (2011) · Physical Review Letters · doi:10.1103/physrevlett.106.021302 · Cited by 551 · cited 1× · see citing works
“Recently it has been demonstrated that Hawking radiation can be measured in a classical analog system, namely water surface waves (Weinfurtner et al., 2011).”
BackgroundControllable Scattering of a Single Photon inside a One-Dimensional Resonator Waveguide
Zhou, L., Gong, Z. R., Liu, Y.-X., Sun, C. P., & Nori, F. (2008) · Physical Review Letters · doi:10.1103/physrevlett.101.100501 · Cited by 531 · cited 3× · see citing works
“Superconducting qubits can be used, for exam- ple, to perform Landau-Zener-Stückelberg interferometry (Shevchenko et al., 2010) and Fano and Fabry-Perot interferometry (Ian et al., 2009; Liao et al., 2010; Zhou et al., 2008a).”
BackgroundMethodSelf-citationQuantum Algorithms for Quantum Field Theories
Jordan, S. P., Lee, K. S. M., & Preskill, J. P. (2012) · Science · doi:10.1126/science.1217069 · Cited by 511 · cited 1× · see citing works
“Another proposal for the DQS of field theories was given in (Jordan et al., 2012).”
BackgroundPeter Hänggi, A., Marchesoni, F., & Nori, F. (2005) · Annalen der Physik · doi:10.1002/andp.200410121 · Cited by 509 · cited 2× · see citing works
“Another direction of interest is quantum heat engines, quantum Brownian motion (Hänggi and Marchesoni, 2009; Hänggi et al., 2005) and quantum thermodynamics (Maruyama et al.”
BackgroundSelf-citationCoherent manipulation of single spins in semiconductors
Hanson, R., & Awschalom, D. D. (2008) · Nature · doi:10.1038/nature07129 · Cited by 497 · cited 1× · see citing works
“Another system that could be used for quantum simulation is electron spins in semiconductor quantum dots (Hanson and Awschalom, 2008).”
BackgroundColloquium: Stimulating uncertainty: Amplifying the quantum vacuum with superconducting circuits
Nation, P. D., Johansson, J. R., Blencowe, M. P., & Nori, F. (2012) · Reviews of Modern Physics · doi:10.1103/revmodphys.84.1 · Cited by 492 · cited 2× · see citing works
“…2005), ions (Horstmann et al., 2010) and superconducting circuits (Nation et al., 2009), exciton-polariton superfluids in semiconductors (Gerace and Carusotto, 2012) or even with ultrashort pulses of light in microstructured optical fibers (Philbin et al., 2008) (see also (Nation et al., 2012)).”
BackgroundSelf-citationUltracold Atoms in a Disordered Crystal of Light: Towards a Bose Glass
Fallani, L., Lye, J., Guarrera, V., Fort, C., & Inguscio, M. (2007) · Physical Review Letters · doi:10.1103/physrevlett.98.130404 · Cited by 482 · cited 7× · see citing works
“Disordered systems Atoms (Fallani et al., 2007; Schulte et al., 2005)*, (Billy et al.”
MethodInfluentialViolation of Bell's inequality in Josephson phase qubits
Ansmann, M., Wang, H., Bialczak, R. C., Hofheinz, M., Lucero, E. A., Neeley, M., O’Connell, A. D., Sank, D., Weides, M. P., Wenner, J., et al. (2009) · Nature · doi:10.1038/nature08363 · Cited by 431 · cited 2× · see citing works
“Moreover, they can be used to test Bell inequalities (Ansmann et al., 2009), produce 27 Schrödinger-cat states, study Landau-Zener-Stückelberg interferometry (Shevchenko et al., 2010) and simulate the Einstein-Podolsky-Rosen experiment (You and Nori, 2005).”
BackgroundMethodRenormalization and tensor product states in spin chains and lattices
Cirac, J. I., & Verstraete, F. (2009) · Journal of Physics A Mathematical and Theoretical · doi:10.1088/1751-8113/42/50/504004 · Cited by 417 · cited 1× · see citing works
“For more details we direct the reader to the two reviews (Cirac and Verstraete, 2009; Verstraete et al., 2008) and the references therein.”
BackgroundOnset of a quantum phase transition with a trapped ion quantum simulator
Islam, R., Edwards, E. E., Kim, K., Korenblit, S., Noh, C., Carmichael, H., Lin, G.-D., Duan, L.-M., Joseph Wang, C.-C., Freericks, J. K., et al. (2011) · Nature Communications · doi:10.1038/ncomms1374 · Cited by 411 · cited 3× · see citing works
“…in (Bermudez et al., 2009; Deng et al., 2005; Korenblit et al., 2012; Lin et al., 2011a; Porras and Cirac, 2005a,b; Porras et al., 2008) and put into practice in the experiments of (Britton et al., 2012; Edwards et al., 2010; Friedenauer et al., 2008; Islam et al., 2011; Kim et al., 2010, 2011).”
BackgroundTime-reversal-symmetry breaking in circuit-QED-based photon lattices
Koch, J., Houck, A., Hur, K. L., & Girvin, S. M. (2010) · Physical Review A · doi:10.1103/physreva.82.043811 · Cited by 395 · cited 2× · see citing works
“Time-symmetry breaking Superconducting circuits (Koch et al., 2010)”
BackgroundUltracold quantum gases and lattice systems: quantum simulation of lattice gauge theories
Wiese, U. ‐. (2013) · Annalen der Physik · doi:10.1002/andp.201300104 · Cited by 392 · see citing works
Simulating quantum systems on a quantum computer
Zalka, C. (1998) · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · doi:10.1098/rspa.1998.0162 · Cited by 387 · cited 1× · see citing works
“Some of the representative studies on DQS are (Abrams and Lloyd, 1997; Lidar and Biham, 1997; Lloyd, 1996; Marzuoli and Rasetti, 2002; Ortiz et al., 2001; Raeisi et al., 2012; Somma et al., 2002; Terhal and DiVincenzo, 2000; Verstraete et al., 2009; Wiesner, 1996; Zalka, 1998a,b).”
BackgroundPolynomial-time quantum algorithm for the simulation of chemical dynamics
Kassal, I., Jordan, S. P., Love, P. J., Mohseni, M., & Aspuru-Guzik, A. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0808245105 · Cited by 385 · see citing works
Quantum information processing with superconducting qubits in a microwave field
You, J. Q., & Nori, F. (2003) · Physical review. B, Condensed matter · doi:10.1103/physrevb.68.064509 · Cited by 373 · cited 2× · see citing works
“Cavity QED Superconducting circuits (You and Nori, 2003), (Wallraff et al.”
BackgroundMethodSelf-citationSimulating physical phenomena by quantum networks
Somma, R. D., Ortíz, G., Gubernatis, J. E., Knill, E. H., & Laflamme, R. (2002) · Physical Review A · doi:10.1103/physreva.65.042323 · Cited by 364 · cited 7× · see citing works
“In (Somma et al., 2002) it was shown how to obtain the energy spectrum of the Fermi-Hubbard Hamiltonian:”
BackgroundMethodInfluentialExperimental quantum simulations of many-body physics with trapped ions
Schneider, C., Porras, D., & Schaetz, T. (2012) · Reports on Progress in Physics · doi:10.1088/0034-4885/75/2/024401 · Cited by 354 · cited 1× · see citing works
“…the specialized reviews focused on cold atoms (Bloch et al., 2012; Jaksch and Zoller, 2005; Lewenstein et al., 2007), ions (Blatt and Roos, 2012; Schneider et al., 2012), photons (Aspuru-Guzik and Walther, 2012), superconducting circuits (Houck et al., 2012) and quantum chemistry (Kassal et…”
BackgroundSimulating Chemistry Using Quantum Computers
Kassal, I., Whitfield, J. D., Perdomo-Ortiz, A., Yung, M.-H., & Aspuru-Guzik, A. (2011) · Annual Review of Physical Chemistry · doi:10.1146/annurev-physchem-032210-103512 · Cited by 352 · cited 3× · see citing works
“…Jaksch and Zoller, 2005; Lewenstein et al., 2007), ions (Blatt and Roos, 2012; Schneider et al., 2012), photons (Aspuru-Guzik and Walther, 2012), superconducting circuits (Houck et al., 2012) and quantum chemistry (Kassal et al., 2011; Lu et al., 2012), a global review of the field is missing.”
BackgroundDynamical Casimir effect in a Josephson metamaterial
Lähteenmäki, P., Paraoanu, G. S., Hassel, J., & Hakonen, P. J. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1212705110 · Cited by 351 · cited 4× · see citing works
“such as the dynamical Casimir effect (Johansson et al., 2010; Lähteenmäki et al., 2013; Wilson et al., 2011).”
BackgroundMethodInfluentialLiu, Y.-X., You, J. Q., Wei, L. F., Sun, C. P., & Nori, F. (2005) · Physical Review Letters · doi:10.1103/physrevlett.95.087001 · Cited by 347 · cited 1× · see citing works
“Superconducting circuits have also been used to engineer selection rules and thus create combinations of selection rules that are not possible with natural atoms (Deppe et al., 2008; de Groot et al., 2010; Harrabi et al., 2009; Liu et al., 2005).”
MethodSelf-citationQuantum algorithms for fermionic simulations
Ortiz, G., Gubernatis, J. E., Knill, E., & Laflamme, R. (2001) · Physical Review A · doi:10.1103/physreva.64.022319 · Cited by 347 · cited 4× · see citing works
“A detailed discussion is given in (Ortiz et al., 2001; Somma et al., 2002).”
BackgroundInfluentialBanerjee, D., Dalmonte, M., Müller, M., Rico, E., Stebler, P., Wiese, U. ‐., & Zoller, P. (2012) · Physical Review Letters · doi:10.1103/physrevlett.109.175302 · Cited by 338 · cited 2× · see citing works
“For example, several theoretical studies have considered abelian (Banerjee et al., 2012; Kapit and Mueller, 2011; Tagliacozzo et al., 2013b; Zohar et al., 2012) and non-abelian (Banerjee et al., 2013; Stannigel et al., 2013; Tagliacozzo et al., 2013a; Zohar et al., 2013) lattice gauge theories…”
BackgroundMicrowave quantum logic gates for trapped ions
Ospelkaus, C., Warring, U., Colombe, Y., Brown, K. R., Amini, J., Leibfried, D. G., & Wineland, D. J. (2011) · Nature · doi:10.1038/nature10290 · Cited by 332 · see citing works
Imaging single atoms in a three-dimensional array
Nelson, K. D., Li, X., & Weiss, D. S. (2007) · Nature Physics · doi:10.1038/nphys645 · Cited by 328 · see citing works
Implementing the Quantum von Neumann Architecture with Superconducting Circuits
Mariantoni, M., Wang, H., Yamamoto, T., Neeley, M., Bialczak, R. C., Chen, Y., Lenander, M., Lucero, E. A., O’Connell, A. D., Sank, D., et al. (2011) · Science · doi:10.1126/science.1208517 · Cited by 315 · see citing works
Can one trust quantum simulators?
Hauke, P., Cucchietti, F. M., Tagliacozzo, L., Deutsch, I., & Lewenstein, M. (2012) · Reports on Progress in Physics · doi:10.1088/0034-4885/75/8/082401 · Cited by 315 · cited 3× · see citing works
“Disorder, noise and other imperfections might affect the reliability of the quantum simulation (Hauke et al., 2012).”
BackgroundItinerant Ferromagnetism in a Fermi Gas of Ultracold Atoms
Jo, G.-B., Lee, Y.-R., Choi, J.-H., Christensen, C. A., Kim, T. H., Thywissen, J. H., Pritchard, D. E., & Ketterle, W. (2009) · Science · doi:10.1126/science.1177112 · Cited by 311 · cited 1× · see citing works
“Itinerant ferromagnetism could be studied in a two-component Fermi gas (Jo et al., 2009).”
BackgroundEmulation of a Quantum Spin with a Superconducting Phase Qudit
Neeley, M., Ansmann, M., Bialczak, R. C., Hofheinz, M., Lucero, E. A., O’Connell, A. D., Sank, D., Wang, H., Wenner, J., Cleland, A. N., et al. (2009) · Science · doi:10.1126/science.1173440 · Cited by 306 · see citing works
Temme, K., Osborne, T. J., Vollbrecht, K. G., Poulin, D., & Verstraete, F. (2011) · Nature · doi:10.1038/nature09770 · Cited by 305 · cited 2× · see citing works
“General methods for simulating the markovian dynamics of open quantum systems have been investigated in (Bacon et al., 2001; Terhal and DiVincenzo, 2000; Wang et al., 2011).”
BackgroundMethodQuantum Phases of Cold Polar Molecules in 2D Optical Lattices
Capogrosso-Sansone, B., Trefzger, C., Lewenstein, M., Zoller, P., & Pupillo, G. (2010) · Physical Review Letters · doi:10.1103/physrevlett.104.125301 · Cited by 304 · cited 2× · see citing works
“, 2009), quantum phase transitions (Capogrosso-Sansone et al., 2010) and the supersolid phase in a triangular lattice (Pollet et al.”
BackgroundDirac Equation and Quantum Relativistic Effects in a Single Trapped Ion
Lamata, L., León, J., Schätz, T., & Solano, E. (2007) · Physical Review Letters · doi:10.1103/physrevlett.98.253005 · Cited by 300 · cited 10× · see citing works
“, Dirac particles (Gerritsma et al., 2010; Lamata et al., 2007) or the Klein paradox (Casanova et al.”
BackgroundMethodInfluentialQuantum Mechanics of Many Body Systems
Edwards, S. F. (1973) · Physics Bulletin · doi:10.1088/0031-9112/24/10/035 · Cited by 298 · see citing works
Atomic Quantum Simulation of U(N) and SU(N) Non-Abelian Lattice Gauge Theories
Banerjee, D., Bögli, M., Dalmonte, M., Rico, E., Stebler, P., Wiese, U. ‐., & Zoller, P. (2013) · Physical Review Letters · doi:10.1103/physrevlett.110.125303 · Cited by 290 · cited 2× · see citing works
“, 2012) and non-abelian (Banerjee et al., 2013; Stannigel et al., 2013; Tagliacozzo et al., 2013a; Zohar et al., 2013) lattice gauge theories using neutral atoms.”
BackgroundA large-scale quantum simulator on a diamond surface at room temperature
Cai, J., Retzker, A., Jelezko, F., & Plenio, M. B. (2013) · Nature Physics · doi:10.1038/nphys2519 · Cited by 279 · cited 2× · see citing works
“, 2008b) Nuclear spins on diamond surface (Cai et al., 2013)”
BackgroundNMR Implementation of a Molecular Hydrogen Quantum Simulation with Adiabatic State Preparation
Du, J., Xu, N., Peng, X., Wang, P., Wu, S., & Lu, D. (2010) · Physical Review Letters · doi:10.1103/physrevlett.104.030502 · Cited by 274 · see citing works
Simulation of Topological Field Theories¶by Quantum Computers
Freedman, M. H., Kitaev, A., & Wang, Z. (2002) · Communications in Mathematical Physics · doi:10.1007/s002200200635 · Cited by 274 · see citing works
Experimental investigation of an eight-qubit unit cell in a superconducting optimization processor
Harris, R., Johnson, M. W., Lanting, T. M., Berkley, A. J., Johansson, J., Bunyk, P., Tolkacheva, E., Ladizinsky, E., Ladizinsky, N., Oh, T., et al. (2010) · Physical Review B · doi:10.1103/physrevb.82.024511 · Cited by 268 · cited 1× · see citing works
“As for scalability, circuits containing 512 qubits have been fabricated (Harris, 2012; Harris et al., 2010), although quantum coherence was not tested on these circuits in the same way that coherence is commonly tested in other experiments using small numbers of qubits.”
BackgroundQuantum Simulation of Time-Dependent Hamiltonians and the Convenient Illusion of Hilbert Space
Poulin, D., Qarry, A., Somma, R., & Verstraete, F. (2011) · Physical Review Letters · doi:10.1103/physrevlett.106.170501 · Cited by 265 · cited 1× · see citing works
“The topic was further discussed in (Poulin et al., 2011) where it was shown that using randomness, it is possible to efficiently simulate local bounded Hamiltonians with arbitrary time dependence.”
BackgroundColloquium : Unusual resonators: Plasmonics, metamaterials, and random media
Bliokh, K. Y., Bliokh, Y. P., Freilikher, V., Savel'ev, S. E., & Nori, F. (2008) · Reviews of Modern Physics · doi:10.1103/revmodphys.80.1201 · Cited by 262 · cited 1× · see citing works
“The behavior of tunable metamaterials (regular structures obtained from the periodic arrangement of mesoscopic building blocks) in the quantum regime could be seen as a quantum simulation of materials composed of regular atomic structures (Bliokh et al., 2008; Rakhmanov et al., 2010, 2008).”
MethodSelf-citationCold-Atom Quantum Simulator for SU(2) Yang-Mills Lattice Gauge Theory
Zohar, E., Cirac, J. I., & Reznik, B. (2013) · Physical Review Letters · doi:10.1103/physrevlett.110.125304 · Cited by 251 · cited 2× · see citing works
“, 2012) and non-abelian (Banerjee et al., 2013; Stannigel et al., 2013; Tagliacozzo et al., 2013a; Zohar et al., 2013) lattice gauge theories using neutral atoms.”
BackgroundZohar, E., Cirac, J. I., & Reznik, B. (2012) · Physical Review Letters · doi:10.1103/physrevlett.109.125302 · Cited by 246 · cited 2× · see citing works
“For example, several theoretical studies have considered abelian (Banerjee et al., 2012; Kapit and Mueller, 2011; Tagliacozzo et al., 2013b; Zohar et al., 2012) and non-abelian (Banerjee et al., 2013; Stannigel et al., 2013; Tagliacozzo et al., 2013a; Zohar et al., 2013) lattice gauge theories…”
BackgroundQuantum gates and memory using microwave-dressed states
Timoney, N., Baumgart, I., Johanning, M., Varón, A. F., Plenio, M. B., Retzker, A., & Wunderlich, C. (2011) · Nature · doi:10.1038/nature10319 · Cited by 246 · cited 2× · see citing works
“Two-qubit interactions are usually realized with optical forces, but a method for laserless simulation (avoiding the problem of scattering) with ions in arrays of microtraps has been proposed in (Chiaverini and Lybarger, 2008) and very recently demonstrated in (Ospelkaus et al., 2011; Timoney et al., 2011).”
MethodSchulte, T., Drenkelforth, S., Kruse, J., Ertmer, W. A., Arlt, J., Sacha, K., Zakrzewski, J., & Lewenstein, M. (2005) · Physical Review Letters · doi:10.1103/physrevlett.95.170411 · Cited by 244 · see citing works
Electrical Control of Spin Relaxation in a Quantum Dot
Amasha, S., MacLean, K., Radu, I. P., Zumbühl, D. M., Kastner, M. A., Hanson, M. P., & Gossard, A. C. (2008) · Physical Review Letters · doi:10.1103/physrevlett.100.046803 · Cited by 243 · cited 1× · see citing works
“State-of-the-art quantum-dot qubits now have long decay times of > 1 s (Amasha et al., 2008).”
BackgroundSolving gapped Hamiltonians locally
Hastings, M. B. (2006) · Physical Review B · doi:10.1103/physrevb.73.085115 · Cited by 238 · cited 1× · see citing works
“…studied, and several methods have been developed (see, e.g., (Berry et al., 2007; Bravyi et al., 2008; Bremner et al., 2005; Brown et al., 2011; Dodd et al., 2002; Dür et al., 2008; Hastings, 2006; Wang and Zanardi, 2002; Wocjan et al., 2002a,b,c)), but it still remains a difficult problem.”
MethodClassical Simulation of Relativistic<i>Zitterbewegung</i>in Photonic Lattices
Dreisow, F., Heinrich, M., Keil, R., Tünnermann, A., Nolte, S., Longhi, S., & Szameit, A. (2010) · Physical Review Letters · doi:10.1103/physrevlett.105.143902 · Cited by 235 · cited 1× · see citing works
“Note that it is also possible to simulate classically the Zitterbewegung of a free Dirac electron in an optical superlattice (Dreisow et al., 2010).”
BackgroundUltracold quantum gases in triangular optical lattices
Becker, C., Soltan-Panahi, P., Kronjäger, J., Dörscher, S., Bongs, K., & Sengstock, K. (2010) · New Journal of Physics · doi:10.1088/1367-2630/12/6/065025 · Cited by 235 · cited 1× · see citing works
“…(Bermudez et al., 2011; Ivanov and Schmidt-Kaler, 2011; Kim et al., 2010; Porras and Cirac, 2006b), NMR (Peng et al., 2009), photons (Ma et al., 2011) and atoms in optical lattices (see (Lewenstein et al., 2007) and references therein, (Becker et al., 2010; Liu et al., 2010; Struck et al., 2011)).”
BackgroundImplementation of Spin Hamiltonians in Optical Lattices
García‐Ripoll, J. J., Martin-Delgado, M. A., & Cirac, J. I. (2004) · Physical Review Letters · doi:10.1103/physrevlett.93.250405 · Cited by 234 · cited 1× · see citing works
“Furthermore, spin chains and ladders can be investigated with atoms in optical lattices (Garcia-Ripoll et al., 2004), and a scheme to realize the anisotropic XXZ [Eq.”
BackgroundBermudez, A., Martin-Delgado, M. A., & Solano, E. (2007) · Physical Review A · doi:10.1103/physreva.76.041801 · Cited by 232 · cited 3× · see citing works
“…2006b), quantum chaos (Howell and Yeaze, 2000; Weinstein et al., 2002), some simple chemical reactions (Smirnov et al., 2007), Dirac particles (Bermudez et al., 2007; Gerritsma et al., 2010; Lamata et al., 2007), the Unruh effect (Alsing et al., 2005; Nation et al., 2012), or anyons (Lu et…”
BackgroundMethodD’Ariano, G. M., Paris, M. G. A., & Sacchi, M. F. (2003) · Advances in imaging and electron physics · doi:10.1016/s1076-5670(03)80065-4 · Cited by 227 · see citing works
Simulation of non-Abelian gauge theories with optical lattices
Tagliacozzo, L., Celi, A., Orland, P., Mitchell, M., & Lewenstein, M. (2012) · Nature Communications · doi:10.1038/ncomms3615 · Cited by 221 · see citing works
Simulating lattice gauge theories on a quantum computer
Byrnes, T., & Yamamoto, Y. (2006) · Physical Review A · doi:10.1103/physreva.73.022328 · Cited by 218 · cited 2× · see citing works
“Lattice gauge theories DQS (Byrnes and Yamamoto, 2006) Atoms (Büchler et al.”
BackgroundRenormalization and tensor product states in spin chains and lattices
Cirac, J. I., & Verstraete, F. (2009) · MPG.PuRe (Max Planck Society) · Cited by 217 · see citing works
Two-Dimensional Mott-Hubbard Electrons in an Artificial Honeycomb Lattice
Singha, A., Gibertini, M., Karmakar, B., Yuan, S., Polini, M., Vignale, G., Katsnelson, M. I., Pinczuk, A., Pfeiffer, L. N., West, K. W., et al. (2011) · Science · doi:10.1126/science.1204333 · Cited by 215 · see citing works
Massively parallel quantum computer simulator
Raedt, K. D., Michielsen, K. F. L., Raedt, H. A. D., Trieu, B., Arnold, G., Richter, M., Lippert, T., Watanabe, H., & Ito, N. (2006) · Computer Physics Communications · doi:10.1016/j.cpc.2006.08.007 · Cited by 213 · cited 1× · see citing works
“Let us take the standard “threshold” N = 40 frequently cited in the literature ((Cirac and Zoller, 2003; Friedenauer et al., 2008; Lloyd, 1996; de Raedt et al., 2007)).”
BackgroundOptical Abelian lattice gauge theories
Tagliacozzo, L., Celi, A., Zamora, A., & Lewenstein, M. (2012) · Annals of Physics · doi:10.1016/j.aop.2012.11.009 · Cited by 209 · see citing works
Quantum simulations with cold trapped ions
Johanning, M., Varón, A. F., & Wunderlich, C. (2009) · Journal of Physics B: Atomic, Molecular and Optical Physics · doi:10.1088/0953-4075/42/15/154009 · Cited by 208 · cited 2× · see citing works
“Ions can be trapped by electric (or magnetic) fields, laser-cooled and manipulated with high precision for realizing quantum simulation (Blatt and Wineland, 2008; Johanning et al., 2009; Schätz et al., 2007, 2004).”
BackgroundQuantum Simulation of the Klein Paradox with Trapped Ions
Gerritsma, R., Lanyon, B. P., Kirchmair, G., Zähringer, F., Hempel, C., Casanova, J., García-Ripoll, J. J., Solano, E., Blatt, R., & Roos, C. F. (2011) · Physical Review Letters · doi:10.1103/physrevlett.106.060503 · Cited by 204 · cited 6× · see citing works
“With this analogy, effects such as Zitterbewegung and the Klein paradox can be studied in a non-relativistic quantum system (Gerritsma et al., 2010, 2011).”
BackgroundMethodInfluentialDynamical Casimir effect in superconducting microwave circuits
Johansson, J. R., Johansson, G., Wilson, C. M., & Nori, F. (2010) · Physical Review A · doi:10.1103/physreva.82.052509 · Cited by 195 · cited 2× · see citing works
“such as the dynamical Casimir effect (Johansson et al., 2010; Lähteenmäki et al., 2013; Wilson et al., 2011).”
BackgroundSelf-citationNon-Abelian Optical Lattices: Anomalous Quantum Hall Effect and Dirac Fermions
Goldman, N., Kubasiak, A., Bermudez, A., Gaspard, P., Lewenstein, M., & Martin-Delgado, M. A. (2009) · Physical Review Letters · doi:10.1103/physrevlett.103.035301 · Cited by 194 · cited 1× · see citing works
“Dirac particles could also be investigated with neutralatom quantum simulators (Braun, 2010; Casanova et al., 2011; Cirac et al., 2010; Goldman et al., 2009; Hou et al., 2009; Witthaut, 2010).”
BackgroundEngineering artificial graphene in a two-dimensional electron gas
Gibertini, M., Singha, A., Pellegrini, V., Polini, M., Vignale, G., Pinczuk, A., Pfeiffer, L. N., & West, K. W. (2009) · Physical Review B · doi:10.1103/physrevb.79.241406 · Cited by 191 · cited 2× · see citing works
“, 2011), graphene (Gibertini et al., 2009) or neutrino oscillations (Noh et al.”
BackgroundExperimental Demonstration of Single-Site Addressability in a Two-Dimensional Optical Lattice
Würtz, P., Langen, T., Gericke, T., Koglbauer, A., & Ott, H. (2009) · Physical Review Letters · doi:10.1103/physrevlett.103.080404 · Cited by 190 · cited 2× · see citing works
“8 μm), but recent progress suggests that there may be methods for overcoming this difficulty (Bakr et al., 2009, 2010; Fuhrmanek et al., 2011; Gibbons et al., 2011; Nelson et al., 2007; Sherson et al., 2010; Weitenberg et al., 2011; Würtz et al., 2009).”
BackgroundInfluentialQuantum Simulation of a Lattice Schwinger Model in a Chain of Trapped Ions
Hauke, P., Marcos, D., Dalmonte, M., & Zoller, P. (2013) · Physical Review X · doi:10.1103/physrevx.3.041018 · Cited by 189 · cited 1× · see citing works
“In (Hauke et al., 2013) the possible simulation of the Schwinger model using a chain of trapped ions was considered.”
MethodStannigel, K., Hauke, P., Marcos, D., Hafezi, M., Diehl, S., Dalmonte, M., & Zoller, P. (2014) · Physical Review Letters · doi:10.1103/physrevlett.112.120406 · Cited by 185 · cited 2× · see citing works
“, 2012) and non-abelian (Banerjee et al., 2013; Stannigel et al., 2013; Tagliacozzo et al., 2013a; Zohar et al., 2013) lattice gauge theories using neutral atoms.”
BackgroundTwo-photon probe of the Jaynes–Cummings model and controlled symmetry breaking in circuit QED
Deppe, F., Mariantoni, M., Menzel, E. P., Marx, A., Saito, S., Kakuyanagi, K., Tanaka, H., Meno, T., Semba, K., Takayanagi, H., et al. (2008) · Nature Physics · doi:10.1038/nphys1016 · Cited by 184 · cited 1× · see citing works
“Superconducting circuits have also been used to engineer selection rules and thus create combinations of selection rules that are not possible with natural atoms (Deppe et al., 2008; de Groot et al., 2010; Harrabi et al., 2009; Liu et al., 2005).”
MethodEffective spin quantum phases in systems of trapped ions
Deng, X., Porras, D., & Cirac, J. I. (2005) · Physical Review A · doi:10.1103/physreva.72.063407 · Cited by 182 · see citing works
Problem of equilibration and the computation of correlation functions on a quantum computer
Terhal, B. M., & Divincenzo, D. P. (2000) · Physical Review A · doi:10.1103/physreva.61.022301 · Cited by 181 · cited 2× · see citing works
“General methods for simulating the markovian dynamics of open quantum systems have been investigated in (Bacon et al., 2001; Terhal and DiVincenzo, 2000; Wang et al., 2011).”
BackgroundMethodQuantum Simulations on a Quantum Computer
Somaroo, S., Tseng, C. H., Havel, T. F., Laflamme, R., & Cory, D. G. (1999) · Physical Review Letters · doi:10.1103/physrevlett.82.5381 · Cited by 180 · cited 2× · see citing works
“This can be done if there is a mapping between the system and the simulator (Somaroo et al., 1999).”
BackgroundSupersolid Phase with Cold Polar Molecules on a Triangular Lattice
Pollet, L., Picon, J.-D., Büchler, H. P., & Troyer, M. (2010) · Physical Review Letters · doi:10.1103/physrevlett.104.125302 · Cited by 180 · cited 2× · see citing works
“, 2010) and the supersolid phase in a triangular lattice (Pollet et al., 2010) could also be simulated with these systems.”
BackgroundFractional Quantum Hall State in Coupled Cavities
Cho, J., Angelakis, D. G., & Bose, S. (2008) · Physical Review Letters · doi:10.1103/physrevlett.101.246809 · Cited by 180 · cited 2× · see citing works
“(22) with Jx = Jy = Jz] Heisenberg spin Hamiltonians in an arbitrary array of coupled cavities was proposed in (Cho et al., 2008b).”
BackgroundMethodQuantum simulation of the wavefunction to probe frustrated Heisenberg spin systems
Ma, X.-S., Dakic, B., Naylor, W., Zeilinger, A., & Walther, P. (2011) · Nature Physics · doi:10.1038/nphys1919 · Cited by 179 · cited 5× · see citing works
“…trapped ions (Bermudez et al., 2011; Ivanov and Schmidt-Kaler, 2011; Kim et al., 2010; Porras and Cirac, 2006b), NMR (Peng et al., 2009), photons (Ma et al., 2011) and atoms in optical lattices (see (Lewenstein et al., 2007) and references therein, (Becker et al., 2010; Liu et al., 2010; Struck…”
BackgroundMethodInfluentialQuantum Monte Carlo Methods in Condensed Matter Physics
Suzuki, M. (1993) · WORLD SCIENTIFIC eBooks · doi:10.1142/2262 · Cited by 179 · see citing works
Topological phenomena in quantum walks: elementary introduction to the physics of topological phases
Kitagawa, T. (2012) · Quantum Information Processing · doi:10.1007/s11128-012-0425-4 · Cited by 178 · cited 1× · see citing works
“Topological models have also been investigated in (Brennen et al., 2009; Freedman et al., 2002; Kitagawa, 2012; Micheli et al., 2006; Stanescu et al., 2009; Xue, 2011).”
MethodAtomic Quantum Simulator for Lattice Gauge Theories and Ring Exchange Models
Büchler, H. P., Hermele, M., Huber, S. D., Fisher, M. P. A., & Zoller, P. (2005) · Physical Review Letters · doi:10.1103/physrevlett.95.040402 · Cited by 175 · cited 11× · see citing works
“Lattice gauge theories DQS (Byrnes and Yamamoto, 2006) Atoms (Büchler et al., 2005)”
BackgroundMethodInfluentialMaxwell’s Demon Assisted Thermodynamic Cycle in Superconducting Quantum Circuits
Quan, H. T., Wang, Y. D., Liu, Y.-X., Sun, C. P., & Nori, F. (2006) · Physical Review Letters · doi:10.1103/physrevlett.97.180402 · Cited by 175 · cited 1× · see citing works
“A proposal for the implementation of a quantum heat engine assisted by a Maxwell demon with superconducting circuits was given in (Quan et al., 2006).”
MethodSelf-citationQuantum simulation of cosmic inflation in two-component Bose-Einstein condensates
Fischer, U. R., & Schützhold, R. (2004) · Physical Review A · doi:10.1103/physreva.70.063615 · Cited by 174 · see citing works
Quantum supercavity with atomic mirrors
Zhou, L., Dong, H., Liu, Y.-X., Sun, C. P., & Nori, F. (2008) · Physical Review A · doi:10.1103/physreva.78.063827 · Cited by 173 · cited 3× · see citing works
“Superconducting qubits can be used, for exam- ple, to perform Landau-Zener-Stückelberg interferometry (Shevchenko et al., 2010) and Fano and Fabry-Perot interferometry (Ian et al., 2009; Liao et al., 2010; Zhou et al., 2008a).”
BackgroundMethodSelf-citationArtificial Graphene with Tunable Interactions
Uehlinger, T., Jotzu, G., Messer, M., Greif, D., Hofstetter, W., Bissbort, U., & Esslinger, T. (2013) · Physical Review Letters · doi:10.1103/physrevlett.111.185307 · Cited by 163 · see citing works
Quantum metamaterials: Electromagnetic waves in a Josephson qubit line
Rakhmanov, A. L., Zagoskin, A. M., Savel'ev, S. E., & Nori, F. (2008) · Physical Review B · doi:10.1103/physrevb.77.144507 · Cited by 159 · cited 2× · see citing works
“The behavior of tunable metamaterials (regular structures obtained from the periodic arrangement of mesoscopic building blocks) in the quantum regime could be seen as a quantum simulation of materials composed of regular atomic structures (Bliokh et al., 2008; Rakhmanov et al., 2010, 2008).”
MethodSelf-citationQuantum circuits for strongly correlated quantum systems
Verstraete, F., Cirac, J. I., & Latorre, J. I. (2009) · Physical Review A · doi:10.1103/physreva.79.032316 · Cited by 158 · cited 1× · see citing works
“Some of the representative studies on DQS are (Abrams and Lloyd, 1997; Lidar and Biham, 1997; Lloyd, 1996; Marzuoli and Rasetti, 2002; Ortiz et al., 2001; Raeisi et al., 2012; Somma et al., 2002; Terhal and DiVincenzo, 2000; Verstraete et al., 2009; Wiesner, 1996; Zalka, 1998a,b).”
BackgroundCold Atom Simulation of Interacting Relativistic Quantum Field Theories
Cirac, J. I., Maraner, P., & Pachos, J. K. (2010) · Physical Review Letters · doi:10.1103/physrevlett.105.190403 · Cited by 157 · see citing works
Universal quantum computation and simulation using any entangling Hamiltonian and local unitaries
Dodd, J. L., Nielsen, M. A., Bremner, M. J., & Thew, R. T. (2002) · Physical Review A · doi:10.1103/physreva.65.040301 · Cited by 156 · cited 1× · see citing works
“…studied, and several methods have been developed (see, e.g., (Berry et al., 2007; Bravyi et al., 2008; Bremner et al., 2005; Brown et al., 2011; Dodd et al., 2002; Dür et al., 2008; Hastings, 2006; Wang and Zanardi, 2002; Wocjan et al., 2002a,b,c)), but it still remains a difficult problem.”
MethodQuantum Simulation of a System with Competing Two- and Three-Body Interactions
Peng, X., Zhang, J., Du, J., & Suter, D. (2009) · Physical Review Letters · doi:10.1103/physrevlett.103.140501 · Cited by 156 · cited 3× · see citing works
“…of frustrated spin models with trapped ions (Bermudez et al., 2011; Ivanov and Schmidt-Kaler, 2011; Kim et al., 2010; Porras and Cirac, 2006b), NMR (Peng et al., 2009), photons (Ma et al., 2011) and atoms in optical lattices (see (Lewenstein et al., 2007) and references therein, (Becker et al.,…”
BackgroundMethodLiao, J., Gong, Z. R., Zhou, L., Liu, Y.-X., Sun, C. P., & Nori, F. (2010) · Physical Review A · doi:10.1103/physreva.81.042304 · Cited by 155 · cited 3× · see citing works
“Superconducting qubits can be used, for exam- ple, to perform Landau-Zener-Stückelberg interferometry (Shevchenko et al., 2010) and Fano and Fabry-Perot interferometry (Ian et al., 2009; Liao et al., 2010; Zhou et al., 2008a).”
BackgroundMethodSelf-citationLarge-scale quantum computation in an anharmonic linear ion trap
Lin, G.-D., Zhu, S.-L., Islam, R., Kim, K., Chang, M.-S., Korenblit, S. É., Monroe, C. R., & Duan, L.-M. (2009) · Europhysics Letters (EPL) · doi:10.1209/0295-5075/86/60004 · Cited by 154 · cited 1× · see citing works
“strings (Lin et al., 2009)), two-dimensional traps (planar crystals (Biercuk et al.”
BackgroundRealization of a programmable two-qubit quantum processor
Hanneke, D., Home, J., Jost, J. D., Amini, J., Leibfried, D. G., & Wineland, D. J. (2009) · Nature Physics · doi:10.1038/nphys1453 · Cited by 146 · cited 1× · see citing works
“Ion qubits also have long coherence times of the order of seconds, and sequences of high-fidelity quantum gates have been demonstrated in experiment (Hanneke et al., 2009; Lanyon et al., 2011).”
BackgroundHawking Radiation from an Acoustic Black Hole on an Ion Ring
Horstmann, B., Reznik, B., Fagnocchi, S., & Cirac, J. I. (2010) · Physical Review Letters · doi:10.1103/physrevlett.104.250403 · Cited by 145 · cited 5× · see citing works
“Furthermore, analogues of Hawking radiation can be investigated with atoms (Giovanazzi, 2005), ions (Horstmann et al., 2010) and superconducting circuits (Nation et al., 2009), exciton-polariton superfluids in semiconductors (Gerace and Carusotto, 2012) or even with ultrashort pulses of light in…”
BackgroundInfluentialSimulation of quantum dynamics with quantum optical systems
Jané, E., Vidal, G., Dür, W., Zoller, P., & Cirac, J. I. (2003) · Quantum Information and Computation · doi:10.26421/qic3.1-2 · Cited by 145 · see citing works
Quantum Theory of Many-Body Systems
Zagoskin, A. M. (1998) · Graduate Texts in Contemporary Physics · doi:10.1007/978-1-4612-0595-1 · Cited by 143 · see citing works
Hawking Radiation in Sonic Black Holes
Giovanazzi, S. (2005) · Physical Review Letters · doi:10.1103/physrevlett.94.061302 · Cited by 142 · cited 8× · see citing works
“Furthermore, analogues of Hawking radiation can be investigated with atoms (Giovanazzi, 2005), ions (Horstmann et al.”
BackgroundInfluentialComparing and contrasting nuclei and cold atomic gases
Zinner, N. T., & Jensen, A. S. (2013) · Journal of Physics G Nuclear and Particle Physics · doi:10.1088/0954-3899/40/5/053101 · Cited by 139 · cited 1× · see citing works
“The reviews (Zinner and Jensen, 2008, 2013) detail similarities between atomic nuclei and cold atomic gases, which could be utilized for designing quantum simulators of nuclei using atomic ensembles.”
BackgroundQuantum simulation of spin models on an arbitrary lattice with trapped ions
Korenblit, S. É., Kafri, D., Campbell, W. C., Islam, R., Edwards, E. E., Gong, Z.-X., Lin, G.-D., Duan, L.-M., Kim, J., Kim, K., et al. (2012) · New Journal of Physics · doi:10.1088/1367-2630/14/9/095024 · Cited by 138 · see citing works
Analogue Hawking Radiation in a dc-SQUID Array Transmission Line
Nation, P. D., Blencowe, M. P., Rimberg, A. J., & Buks, E. (2009) · Physical Review Letters · doi:10.1103/physrevlett.103.087004 · Cited by 135 · see citing works
Greiner, M., & Fölling, S. (2008) · Nature · doi:10.1038/453736a · Cited by 135 · see citing works
Mazza, L., Bermudez, A., Goldman, N., Rizzi, M., Martin-Delgado, M. A., & Lewenstein, M. (2012) · New Journal of Physics · doi:10.1088/1367-2630/14/1/015007 · Cited by 135 · cited 1× · see citing works
“Non-interacting relativistic fermionic theories or topological insulators could also be investigated using these systems (Mazza et al., 2012).”
BackgroundQuantum simulation of the transverse Ising model with trapped ions
Kim, K., Korenblit, S. É., Islam, R., Edwards, E. E., Chang, M.-S., Noh, C., Carmichael, H. J., Lin, G.-D., Duan, L.-M., Wang, C. ‐. J., et al. (2011) · New Journal of Physics · doi:10.1088/1367-2630/13/10/105003 · Cited by 134 · cited 1× · see citing works
“…in (Bermudez et al., 2009; Deng et al., 2005; Korenblit et al., 2012; Lin et al., 2011a; Porras and Cirac, 2005a,b; Porras et al., 2008) and put into practice in the experiments of (Britton et al., 2012; Edwards et al., 2010; Friedenauer et al., 2008; Islam et al., 2011; Kim et al., 2010, 2011).”
BackgroundTrapped-Ion Quantum Simulator: Experimental Application to Nonlinear Interferometers
Leibfried, D. G., DeMarco, B., Meyer, V., Rowe, M., Ben-Kish, A., Britton, J., Itano, W. M., Jelenkovic, B. M., Langer, C., Rosenband, T., et al. (2002) · Physical Review Letters · doi:10.1103/physrevlett.89.247901 · Cited by 133 · see citing works
Superconducting Circuits for Quantum Simulation of Dynamical Gauge Fields
Marcos, D., Rabl, P., Rico, E., & Zoller, P. (2013) · Physical Review Letters · doi:10.1103/physrevlett.111.110504 · Cited by 133 · see citing works
Demonstrating Anyonic Fractional Statistics with a Six-Qubit Quantum Simulator
Lu, C.-Y., Gao, W.-B., Gühne, O., Zhou, X.-Q., Chen, Z.-B., & Pan, J.-W. (2009) · Physical Review Letters · doi:10.1103/physrevlett.102.030502 · Cited by 132 · cited 6× · see citing works
“, 2006) Linear optics (Lu et al., 2009)* Superconducting circuits (You et al.”
BackgroundMethodInfluentialMesoscopic spin-boson models of trapped ions
Porras, D., Marquardt, F., von Delft, J., & Cirac, J. I. (2008) · Physical Review A · doi:10.1103/physreva.78.010101 · Cited by 132 · cited 2× · see citing works
“…has been pursued further in (Bermudez et al., 2009; Deng et al., 2005; Korenblit et al., 2012; Lin et al., 2011a; Porras and Cirac, 2005a,b; Porras et al., 2008) and put into practice in the experiments of (Britton et al., 2012; Edwards et al., 2010; Friedenauer et al., 2008; Islam et al.,…”
BackgroundMotional averaging in a superconducting qubit
Li, J., Silveri, M., Kumar, K. S., Pirkkalainen, J.-M., Vepsäläinen, A. P., Chien, W., Tuorila, J., Sillanpää, M. A., Hakonen, P. J., Thuneberg, E. V., et al. (2013) · Nature Communications · doi:10.1038/ncomms2383 · Cited by 132 · see citing works
Bose-Einstein Condensation and Strong-Correlation Behavior of Phonons in Ion Traps
Porras, D., & Cirac, J. I. (2004) · Physical Review Letters · doi:10.1103/physrevlett.93.263602 · Cited by 132 · cited 4× · see citing works
“…simulating quantum systems by quantum mechanical means is analog quantum simulation (AQS), in which one quantum system mimics (emulates) another (see, e.g., (Fischer and Schützhold, 2004; Manousakis, 2002; Porras and Cirac, 2004b; Smirnov et al., 2007; Wei and Xue, 1997; Zagoskin et al., 2007)).”
BackgroundInfluentialSimulations of Many-Body Quantum Systems by a Quantum ComputerPreprint
Wiesner, S. J. (1996) · arXiv (Cornell University) · doi:10.48550/arxiv.quant-ph/9603028 · Cited by 129 · cited 1× · see citing works
“Some of the representative studies on DQS are (Abrams and Lloyd, 1997; Lidar and Biham, 1997; Lloyd, 1996; Marzuoli and Rasetti, 2002; Ortiz et al., 2001; Raeisi et al., 2012; Somma et al., 2002; Terhal and DiVincenzo, 2000; Verstraete et al., 2009; Wiesner, 1996; Zalka, 1998a,b).”
BackgroundUsing Quantum Computers for Quantum Simulation
Brown, K. L., Munro, W. J., & Kendon, V. M. (2010) · Entropy · doi:10.3390/e12112268 · Cited by 129 · cited 1× · see citing works
“These steps will be discussed in detail in the remainder of this subsections (see also (Brown et al., 2010)).”
BackgroundNielsen, M. A., Bremner, M. J., Dodd, J. L., Childs, A. M., & Dawson, C. M. (2002) · Physical Review A · doi:10.1103/physreva.66.022317 · Cited by 127 · cited 1× · see citing works
“(9) Although the example above might look simple, the efficient simulation of a general many-body interaction Hamiltonian using two-body interactions is by no means easy (Bennett et al., 2002; Nielsen et al., 2002).”
BackgroundQuantum Simulations with Trapped Ions
Blatt, R. (2011) · International Conference on Quantum Information · doi:10.1364/icqi.2011.qwb1 · Cited by 125 · see citing works
Linear Optics Simulation of Quantum Non-Markovian Dynamics
Chiuri, A., Greganti, C., Mazzola, L., Paternostro, M., & Mataloni, P. (2012) · Scientific Reports · doi:10.1038/srep00968 · Cited by 122 · see citing works
Creation, Manipulation, and Detection of Abelian and Non-Abelian Anyons in Optical Lattices
Aguado, M., Brennen, G. K., Verstraete, F., & Cirac, J. I. (2008) · Physical Review Letters · doi:10.1103/physrevlett.101.260501 · Cited by 120 · cited 1× · see citing works
“In optical lattices the creation and manipulation of abelian and non-abelian anyons in topological lattice models could be realized using ancilla particles (Aguado et al., 2008).”
MethodSimulating quantum mechanics on a quantum computer
Boghosian, B. M., & Taylor, W. (1998) · Physica D: Nonlinear Phenomena · doi:10.1016/s0167-2789(98)00042-6 · Cited by 120 · cited 2× · see citing works
“The possibility of simulating the Schrödinger equation on a DQS was first discussed in 1996 (Lloyd, 1996), with concrete algorithms given in 1998 (Boghosian and Taylor, 1998a), where a quantum lattice-gas model for the many-particle Schrödinger equation in d dimensions was proposed.”
BackgroundMethodSimulating Ising spin glasses on a quantum computer
Lidar, D. A., & Biham, O. (1997) · Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics · doi:10.1103/physreve.56.3661 · Cited by 119 · cited 4× · see citing works
“In (Lidar, 2004; Lidar and Biham, 1997) an algorithm for the construction of the Gibbs distribution of configurations in the Ising model was developed.”
BackgroundMethodInfluentialQuantum Simulation of Interacting Fermion Lattice Models in Trapped Ions
Casanova, J., Mezzacapo, A., Lamata, L., & Solano, E. (2012) · Physical Review Letters · doi:10.1103/physrevlett.108.190502 · Cited by 118 · cited 1× · see citing works
“There have also been related proposals using trapped ions (Casanova et al., 2012, 2011), cavity QED systems (Barrett et al., 2013) and superconducting circuits (Marcos et al., 2013; Pedernales et al., 2013).”
BackgroundCalculating the thermal rate constant with exponential speedup on a quantum computer
Lidar, D. A., & Wang, H. (1999) · Physical Review E · doi:10.1103/physreve.59.2429 · Cited by 115 · cited 1× · see citing works
“For example, an efficient algorithm for calculating the thermal rate constant was given in (Lidar and Wang, 1999).”
MethodSisyphus cooling and amplification by a superconducting qubit
Grajcar, M., van der Ploeg, S. H. W., Izmalkov, A., Il’ichev, E. V., Meyer, H. ‐., Fedorov, A., Shnirman, A., & Schön, G. (2008) · Nature Physics · doi:10.1038/nphys1019 · Cited by 114 · cited 3× · see citing works
“, 2004)* Cooling Superconducting circuits (Grajcar et al., 2008)*, (You and Nori, 2011)”
BackgroundPeng, X., Du, J., & Suter, D. (2005) · Physical Review A · doi:10.1103/physreva.71.012307 · Cited by 112 · see citing works
Selective darkening of degenerate transitions demonstrated with two superconducting quantum bits
de Groot, P. C., Lisenfeld, J., Schouten, R. N., Ashhab, S., Lupaşcu, A., Harmans, C. J. P. M., & Mooij, J. E. (2010) · Nature Physics · doi:10.1038/nphys1733 · Cited by 111 · cited 1× · see citing works
“Superconducting circuits have also been used to engineer selection rules and thus create combinations of selection rules that are not possible with natural atoms (Deppe et al., 2008; de Groot et al., 2010; Harrabi et al., 2009; Liu et al., 2005).”
MethodSelf-citationOptimal simulation of two-qubit Hamiltonians using general local operations
Bennett, C. H., Cirac, J. I., Leifer, M., Leung, D., Linden, N., Popescu, S., & Vidal, G. (2002) · Physical Review A · doi:10.1103/physreva.66.012305 · Cited by 110 · cited 2× · see citing works
“(9) Although the example above might look simple, the efficient simulation of a general many-body interaction Hamiltonian using two-body interactions is by no means easy (Bennett et al., 2002; Nielsen et al., 2002).”
BackgroundSimulating quantum dynamics on a quantum computer
Wiebe, N., Berry, D. W., Høyer, P., & Sanders, B. C. (2011) · Journal of Physics A: Mathematical and Theoretical · doi:10.1088/1751-8113/44/44/445308 · Cited by 110 · cited 1× · see citing works
“Recently quantum algorithms for simulating time-dependent Hamiltonian evolutions on a quantum computer have also been investigated (Wiebe et al., 2011).”
BackgroundQuantum Manipulation of Trapped Ions in Two Dimensional Coulomb Crystals
Porras, D., & Cirac, J. I. (2006) · Physical Review Letters · doi:10.1103/physrevlett.96.250501 · Cited by 109 · see citing works
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A quantum engineer's guide to superconducting qubits
Krantz, P., Kjærgaard, M., Yan, F., Orlando, T. P., Gustavsson, S., & Oliver, W. D. (2019) · Applied Physics Reviews · doi:10.1063/1.5089550 · Cited by 2,056 · see citing works
Noisy intermediate-scale quantum algorithms
Bharti, K., Cervera-Lierta, A., Kyaw, T. H., Haug, T., Alperin-Lea, S., Anand, A., Degroote, M., Heimonen, H., Kottmann, J. S., Menke, T., et al. (2022) · Reviews of Modern Physics · doi:10.1103/revmodphys.94.015004 · Cited by 1,726 · see citing works
Quantum computational chemistry
McArdle, S., Endo, S., Aspuru-Guzik, A., Benjamin, S. C., & Yuan, X. (2020) · Reviews of Modern Physics · doi:10.1103/revmodphys.92.015003 · Cited by 1,621 · see citing works
Hybrid quantum circuits: Superconducting circuits interacting with other quantum systems
Xiang, Z.-L., Ashhab, S., You, J. Q., & Nori, F. (2013) · Reviews of Modern Physics · doi:10.1103/revmodphys.85.623 · Cited by 1,550 · see citing works
Self-citationSearch for new physics with atoms and molecules
Safronova, M. S., Budker, D., DeMille, D. P., Kimball, D. F. J., Derevianko, A., & Clark, C. W. (2018) · Reviews of Modern Physics · doi:10.1103/revmodphys.90.025008 · Cited by 1,532 · see citing works
Quantum Chemistry in the Age of Quantum Computing
Cao, Y., Romero, J., Olson, J. P., Degroote, M., Johnson, P. D., Kieferová, M., Kivlichan, I. D., Menke, T., Peropadre, B., Sawaya, N. P. D., et al. (2019) · Chemical Reviews · doi:10.1021/acs.chemrev.8b00803 · Cited by 1,560 · see citing works
Superconducting Qubits: Current State of Play
Kjaergaard, M., Schwartz, M. E., Braumüller, J., Krantz, P., Wang, J. I.-J., Gustavsson, S., & Oliver, W. D. (2020) · Annual Review of Condensed Matter Physics · doi:10.1146/annurev-conmatphys-031119-050605 · Cited by 1,544 · see citing works
Ultrastrong coupling between light and matter
Kockum, A. F., Miranowicz, A., Liberato, S. D., Savasta, S., & Nori, F. (2019) · Nature Reviews Physics · doi:10.1038/s42254-018-0006-2 · Cited by 1,507 · see citing works
Self-citationQuantum simulations with ultracold atoms in optical lattices
Gross, C., & Bloch, I. (2017) · Science · doi:10.1126/science.aal3837 · Cited by 1,527 · see citing works
An introduction to quantum machine learning
Schuld, M., Sinayskiy, I., & Petruccione, F. (2015) · Contemporary Physics · doi:10.1080/00107514.2014.964942 · Cited by 1,381 · see citing works
Microwave photonics with superconducting quantum circuits
Gu, X. Q., Kockum, A. F., Miranowicz, A., Liu, Y.-X., & Nori, F. (2017) · Physics Reports · doi:10.1016/j.physrep.2017.10.002 · Cited by 1,294 · see citing works
Self-citationOptimization algorithm for the generation of ONCV pseudopotentials
Schlipf, M., & Gygi, F. (2015) · Computer Physics Communications · doi:10.1016/j.cpc.2015.05.011 · Cited by 1,300 · see citing works
Many-body physics with individually controlled Rydberg atoms
Browaeys, A., & Lahaye, T. (2020) · Nature Physics · doi:10.1038/s41567-019-0733-z · Cited by 1,248 · see citing works
Quantum Chemistry in the Age of Quantum Computing
Cao, Y., Romero, J., Olson, J., Degroote, M., Johnson, P., Kieferová, M., Kivlichan, I., Menke, T., Peropadre, B., Sawaya, N., et al. (n.d.) · OPUS - Open Publications of UTS Scholars (University of Technology Sydney) · Cited by 1,265 · see citing works
Superconducting Qubits: Current State of PlayPreprint
Kjærgaard, M., Schwartz, M. E., Braumüller, J., Krantz, P., Wang, J. I.-J., Gustavsson, S., & Oliver, W. D. (2020) · DSpace@MIT (Massachusetts Institute of Technology) · Cited by 1,182 · see citing works
Observation of a many-body dynamical phase transition with a 53-qubit quantum simulator
Zhang, J., Pagano, G., Hess, P. W., Kyprianidis, A., Becker, P., Kaplan, H., Gorshkov, A. V., Gong, Z.-X., & Monroe, C. (2017) · Nature · doi:10.1038/nature24654 · Cited by 1,079 · see citing works
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Robust zero-energy modes in an electronic higher-order topological insulator
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Quantum Computing for High-Energy Physics: State of the Art and Challenges
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“Another pillar of quantum information science and technology is analog quantum simulators [37, 89, 90] which allow direct experimental access to various quantum many-body phenomena.”
BackgroundDiagnosing Barren Plateaus with Tools from Quantum Optimal Control
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Witnessing eigenstates for quantum simulation of Hamiltonian spectra
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- Authors
- Georgescu, I. M., Ashhab, S., & Nori, F.
- Affiliations
- RIKEN (JP)
- Venue
- Reviews of Modern Physics
- Publisher
- American Physical Society (APS)
- Published
- 2014-03-10
- Volume
- 86
- Issue
- 1
- Pages
- 153-185
- ISSN
- 0034-6861 (ISSN-L)
- 1539-0756
- OpenAlex
- W3037443854
- Semantic Scholar
- 29fef61b3d7c3fcbd70e5055c17743173e317d67
- Cited by
- 2,932
- References
- 398
- Citations by year
- 2026: 195 · 2025: 320 · 2024: 324 · 2023: 313 · 2022: 302 · 2021: 308 · 2020: 242 · 2019: 243 · 2018: 197 · 2017: 145 · 2016: 146 · 2015: 119 · 2014: 58 · 2013: 4 · 2012: 15
- FWCI
- 77.73
- Type
- journal article
- Language
- en
- Open access
- green
- arxiv.org
- Locations
- Reviews of Modern Physics (publishedVersion)
- arXiv (Cornell University) (submittedVersion)
- arXiv (Cornell University)
- Funders
- Army Research Office
- Topics
- Physical Sciences › Physics and Astronomy › Atomic and Molecular Physics, and Optics › Cold Atom Physics and Bose-Einstein Condensates
- Physical Sciences › Computer Science › Artificial Intelligence › Quantum Computing Algorithms and Architecture
- Physical Sciences › Physics and Astronomy › Atomic and Molecular Physics, and Optics › Quantum many-body systems
- Keywords
- quantum simulation, quantum simulators, quantum computing hardware, analog quantum simulation, quantum many-body systems, trapped ions, neutral atoms, polar molecules, superconducting circuits, nuclear spin, quantum chemistry, condensed matter physics
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