Quantum-speed-limit time for multiqubit open systems
Open accessAbstract
Quantum-speed-limit (QSL) time captures the intrinsic minimal time interval for a quantum system evolving from an initial state to a target state. In single qubit open systems, it was found that the memory (non-Markovian) effect of environment plays an essential role in shortening QSL time or, say, increasing the capacity for potential speedup. In this paper, we investigate the QSL time for multiqubit open systems. We find that for a certain class of states the memory effect still acts as the indispensable requirement for cutting the QSL time down, while for another class of states this takes place even when the environment is of no memory. In particular, when the initial state is in product state $|111\ensuremath{\cdots}1\ensuremath{\rangle}$, there exists a sudden transition from no capacity for potential speedup to potential speedup in a memoryless environment. In addition, we also display evidence for the subtle connection between QSL time and entanglement that weak entanglement may shorten QSL time even more.
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TL;DR
The paper studies quantum-speed-limit (QSL) time in multiqubit open systems and finds that memoryless environments can still allow QSL reduction for certain initial states, unlike the single-qubit case. It also reports a subtle link between entanglement and QSL time, where weak entanglement may shorten QSL time more.
Key findings
- For a class of multiqubit states such as \(\alpha_1|100\cdots0\rangle+\alpha_2|010\cdots0\rangle+\cdots+\alpha_N|000\cdots1\rangle\), the QSL ratio is the same as in the single-qubit case, so the memory effect remains necessary for QSL reduction.
- For the product state \(|11\cdots1\rangle\), a memoryless environment can produce potential speedup, with a sudden transition at \(P_\tau=1/2\); for \(n=2\), the minimal QSL time ratio reaches \(3/2\) as \(P_\tau\to0\).
- In two-qubit Bell-type states, \(|\Psi_1\rangle=\alpha|01\rangle+\sqrt{1-\alpha^2}|10\rangle\) behaves like the single-qubit case, while \(|\Psi_2\rangle=\alpha|11\rangle+\sqrt{1-\alpha^2}|00\rangle\) can show QSL reduction even without memory.
- Using 20,000 randomly generated pure states under a damping model, the lower bound \(\tau/\tau_{\rm QSL}=1\) is reached by \(|\Psi_1\rangle\), while the upper bound is taken by a subset of \(|\Psi_2\rangle\), indicating weak entanglement may reduce QSL time more.
Methods
- The system is \(N\) independent two-level atoms, each locally coupled to a leaky vacuum cavity, with dynamics given by a time-dependent master equation and QSL time defined via the Schatten \(p\) norm and Bures angle.
- The authors derive QSL ratios for typical two-qubit, three-qubit, and \(n\)-qubit states, including Bell-type, W-type, GHZ-type, and product states, under memoryless and memory environments.
- For the memory environment, a Lorentzian spectral distribution is used with parameters \(\lambda=50\), \(\omega_0=1\), and \(\tau=1\), where \(\gamma_0=\lambda/2\) marks the transition from memoryless to memory; entanglement is studied with 20,000 Monte Carlo random pure states and concurrence.
Limitations
- The paper states that only non-correlated environments are treated, and that studying initial correlations among composite environment subsystems remains for future work.
- Evident from the text: exact QSL expressions for a general pure initial state are cumbersome, so the analysis focuses on selected typical states rather than arbitrary multiqubit states.
- Evident from the text: the entanglement discussion uses numerical Monte Carlo sampling and a specific damping model, so the reported entanglement–QSL connection is model-dependent.
Model-written summary. Check it against the paper before relying on it.
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Claims the paper makes
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- Findingreasoning§ A. Two-qubit cases · p. 2
For the initial state |Ψ2(α=1)> = |11> under a memoryless environment, there exists a sudden change point in QSL time at the critical point Pτ = 1/2.
“Especially, there exists a sudden change point in QSL time with the critical point P τ = 1 / 2 for initial state | Ψ 2 ( α = 1) 〉 = | 11 〉 .”
Quote in the paperSubstantial claim- The authors state this as an assumption: A memoryless environment is characterized by |dot P_t| = -dot P.
- Findingreasoning§ B. Three-qubit cases · p. 3
For the three-qubit GHZ-type state |Ψ4(α=1)> = |111> under a memoryless environment, there exists a sudden transition of speedup potential.
“indicating that there also exists a sudden transition of speedup potential of quantum evolution even the environment is of no memory.”
Quote in the paperSubstantial claim- The authors state this as an assumption: A memoryless environment is characterized by |dot P_t| = -dot P.
- Findingreasoning§ A. Two-qubit cases · p. 2
For the two-qubit state |Ψ2> = α|11> + sqrt(1-α^2)|00>, QSL reduction can take place even when the environment has no memory.
“However, a complex but interesting phenomenon appears for initial state | Ψ 2 〉 : QSL reduction can also take place even when the environment is of no memory.”
Quote in the paperSubstantial claim - Findingown data§ D. Memory effect on QSL time · p. 4
In the Lorentzian spectral distribution model, more capacity for potential speedup takes place when the environment enters the memory region (γ0 > λ/2).
“As is clearly shown in Fig. 2, more capacity for potential speedup will take place when the environment enters the memory region.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The environments coupled to the qubits are non-correlated.
- Findingreasoning§ A. Two-qubit cases · p. 3
For the two-qubit state |Ψ2>, the QSL time ratio satisfies τ/τ_QSL ≥ 1 always.
“One may check that τ/τ QSL ≥ 1 is always satisfied.”
Quote in the paperSubstantial claim- The authors state this as an assumption: A memoryless environment is characterized by |dot P_t| = -dot P.
- Findingreasoning§ B. Three-qubit cases · p. 3
For the three-qubit W-type state |Ψ3> = α|001> + β|010> + sqrt(1-α^2-β^2)|100>, the reduction in QSL only occurs in a memory environment.
“Equation (10) bears a resemblance to the case of state | Ψ 1 〉 , implying that the reduction in QSL only occurs in a memory environment.”
Quote in the paperSubstantial claim - Interpretationown data§ III. DISCUSSION: ENTANGLEMENT AND QSL TIME · p. 4
Under the Scenario 1 viewpoint, the upper subset of light green dots implies that entanglement is able to accelerate quantum evolution under such a circumstance.
“We also note that, if one takes the viewpoint of Scenario 1, the upper subset of light green dots in Fig. 3 implies that entanglement is able to accelerate quantum evolution under such a circumstance.”
Quote in the paperNot a substantial claim - Interpretationown data§ Quantum-speed-limit time for multiqubit open systems · p. 1
For a certain class of multiqubit states, the memory (non-Markovian) effect of the environment is an indispensable requirement for reducing the QSL time (increasing the capacity for potential speedup).
“We find that for a certain class of states the memory effect still acts as the indispensable requirement for cutting the QSL time down”
- Also stated in: § I. INTRODUCTION · p. 1 · plain
“for a class of multiqubit states memory effect is a requisite for raising potential ability of speeding up quantum evolution”
Quote in the paperSubstantial claim - Also stated in: § I. INTRODUCTION · p. 1 · plain
- Premisecitation§ I. INTRODUCTION · p. 1
In the damped Jaynes-Cummings model of a single qubit, the transition from no potential capacity of speedup to potential speedup (a reduction of QSL) is the critical point when the memoryless environment becomes of memory.
“It is found that in the damped JaynesCummings model of a single qubit, the transition from no potential capacity of speedup ( τ/τ QSL = 1) to potential speedup ( τ/τ QSL > 1), or say a reduction of QSL in quantum evolution is just the critical point when the memoryless environment becomes of memory [30, 32].”
Quote in the paperSubstantial claim0 of 2 sources checked - Interpretationown data§ IV. CONCLUSION · p. 4
Entanglement plays a subtle role in the speedup of quantum evolution: weak entanglement may be better for speeding up quantum evolution under certain circumstances.
“Moreover, we have found that entanglement plays a subtle role in the speedup of quantum evolution: weak entanglement may be better for speeding up quantum evolution under certain circumstances.”
Quote in the paperSubstantial claim - Interpretationown data§ IV. CONCLUSION · p. 4
For a certain class of initial states, quantum evolution can also be accelerated in a memoryless (Markovian) environment.
“For a certain class of initial states, we have demonstrated that the quantum evolution can also be accelerated in a memoryless (Markovian) environment.”
Quote in the paperSubstantial claim
- May combine two claims. 6
- The quote only partly states this claim. 1
- Classified as probably not a substantial claim. 2
May combine two claims.
Findingown data§ III. DISCUSSION: ENTANGLEMENT AND QSL TIME · p. 4For the two-qubit state |Ψ1>, the lower bound τ/τ_QSL = 1 can always be reached, implying that concurrence has nothing to do with τ/τ_QSL under this circumstance.
“As is clearly displayed in Fig. 3, the lower bound τ/τ QSL = 1 can always be reached by states | Ψ 1 〉 = α | 01 〉 + √ 1 -α 2 | 10 〉 (dark red dots in Fig. 3), implying that the concurrence has nothing to do with τ/τ QSL under this circumstance.”
Quote in the paperSubstantial claim- The authors state this as an assumption: A memoryless environment is characterized by |dot P_t| = -dot P.
May combine two claims.
Findingown data§ III. DISCUSSION: ENTANGLEMENT AND QSL TIME · p. 4For a subset of states |Ψ2>, the upper bound of τ/τ_QSL is taken, illustrating that weak entanglement may reduce the QSL time more.
“In addition, the upper bound is taken by a subset of states | Ψ 2 〉 = α | 11 〉 + √ 1 -α 2 | 00 〉 (light green dots in Fig. 3), illustrating that weak entanglement may reduce the QSL time more.”
Quote in the paperSubstantial claim- The authors state this as an assumption: A memoryless environment is characterized by |dot P_t| = -dot P.
May combine two claims.
Findingreasoning§ C. N-qubit cases · p. 3For an n-qubit open system initially prepared in state α1|100...0> + α2|010...0> + ... + αN|000...1>, the QSL ratio is exactly the same as Eqs. (5) and (10), and the memory effect of the environment is the essential condition for speedup potential to emerge.
“It is easy to check that if the n-qubit open system is initially prepared in state α 1 | 100 · · · 0 〉 + α 2 | 010 · · · 0 〉 + · · · + α N | 000 · · · 1 〉 , with ∑ N j =1 α 2 j = 1 , the QSL ratio is exactly the same as Eqs. (5) and (10). Therefore, the memory effect of environment becomes the essential condition for the speedup potential emerge in quantum evolution.”
Quote in the paperSubstantial claimMay combine two claims.
Findingreasoning§ C. N-qubit cases · p. 3For the n-qubit initial state |11...1>, the QSL ratio is given by Eq. (13); when the environment is memoryless, Eq. (13) reduces to Eq. (14), and Pτ = 1/2 is the critical point at which the open system experiences a sudden change of QSL time.
“However, if the initial state is in | 11 · · · 1 〉 , the QSL ratio is given by”
- Also stated in: § C. N-qubit cases · p. 3 · boosted
“Clearly, P τ = 1 / 2 is the critical point at which the open system experiences the sudden change of QSL time under a memoryless environment.”
Quote in the paperSubstantial claim- The authors state this as an assumption: A memoryless environment is characterized by |dot P_t| = -dot P.
- Also stated in: § C. N-qubit cases · p. 3 · boosted
May combine two claims.
Findingcitation§ A. Two-qubit cases · p. 2For the two-qubit state |Ψ1> = α|01> + sqrt(1-α^2)|10>, the QSL time ratio τ/τ_QSL is the same as in single-qubit cases, and reduction in QSL time (τ/τ_QSL > 1) occurs only when the environment has memory; otherwise τ/τ_QSL ≡ 1.
“Obviously, the QSL time ratio τ QSL of state | Ψ 1 〉 is the same as the exact form in single qubit cases discovered in Refs [30, 32], where the reduction in QSL time ( τ/τ QSL > 1) only occurs when the environment is of memory; otherwise the evolution will always be along the QSL time ( τ/τ QSL ≡ 1).”
Quote in the paperSubstantial claim0 of 2 sources checkedMay combine two claims. The quote only partly states this claim.
Findingreasoning§ C. N-qubit cases · p. 3For the n-qubit state |11...1>, there exists a maximal acceleration potential condition when Pτ → 0, and the corresponding minimal QSL time ratio is given by Eq. (15); for n=2, Eq. (15) equals 3/2.
“Equation (14) also implies that there exists a maximal acceleration potential condition for state | 11 · · · 1 〉 when P τ → 0, and the corresponding minimal QSL time ratio is given by:”
- Also stated in: § C. N-qubit cases · p. 3 · plain
“Especially when n = 2, Eq. (15) grows to 3 / 2, which is marked in Fig. 1 as the red circle.”
Quote in the paperSubstantial claim- The authors state this as an assumption: A memoryless environment is characterized by |dot P_t| = -dot P.
- Also stated in: § C. N-qubit cases · p. 3 · plain
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ I. INTRODUCTION · p. 1A QSL time based on the Schatten p norm for an arbitrarily driven open system was presented by Deffner and Lutz.
“In particular, a QSL time based on the Schatten p norm for an arbitrarily driven open system was presented by Deffner and Lutz [30]”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [30] S. Deffner and E. Lutz, Phys. Rev. Lett. 111 , 010402 (2013). source
Not checked in the free run.
Classified as probably not a substantial claim.
Premisecitation§ I. INTRODUCTION · p. 1The Bures angle is a reasonable measure for distance between a pure state and a mixed state because the important Riemannian feature is satisfied.
“It is reasonable to employ the Bures angle above as a measure for distance between an pure state and a mixed state, since the important Riemannian feature is satisfied under such a circumstance [28].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [28] M. M. Taddei, B. M. Escher, L. Davidovich, and R. L. de Matos-Filho, Phys. Rev. Lett. 110 , 050402 (2013). source
Not checked in the free run.
The authors state this as an assumption.
A memoryless environment is characterized by |dot P_t| = -dot P.
“under a memoryless environment, i.e., ∣ ∣ ∣ ∣ · P t ∣ ∣ ∣ ∣ = -· P t”
“where we have employed the condition of memoryless environment ∣ ∣ ∣ ∣ · P t ∣ ∣ ∣ ∣ = -· P.”
The authors state this as an assumption.
The environments coupled to the qubits are non-correlated.
“We have only treated non-correlated environments in this paper.”
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?
Liu et al found that open multi-qubit systems still exhibit non-Markovian speed-up, and correlations intrinsic to the system can have the same effect.
“Liu et al [162] found that a open multi-qubit systems still exhibits the non-Markovian speed-up, but that also correlations intrinsic to the system can have the same effect.”
From Quantum speed limits: from Heisenberg’s uncertainty principle to optimal quantum control (2017) · cites this paper as [162]
Our mechanism cannot be captured by the previous treatment with Lorentzian spectrum, where the lower limit of the frequency integration is artificially extended from 0 to -∞, and this approximation loses the availability of the bound state.
“Note that our mechanism cannot be captured by the previous treatment with Lorentzian spectrum [25, 26, 28, 33, 34], where the lower limit of the frequency integration in f ( t -τ ) is artificially extended from 0 to -∞ . This approximation is mathematically convenient but loses the availability of the bound state [40].”
From Mechanism for quantum speedup in open quantum systems (2016) · cites this paper as [34]
Non-Markovian effect characterized by non-Markovianity can speed up quantum evolution.
“Deffner and Lutz [25] showed that non-Markovian effect characterized by non-Markovianity [29-32] can speed up quantum evolution, which has been verified in different settings [26, 28, 33, 34].”
From Mechanism for quantum speedup in open quantum systems (2016) · cites this paper as [34]
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.
Figure 2 sets its supposedly varying QSL time to one
MinorThe text says τ QSL is set to 1 while also describing Figure 2 as plotting τ QSL against coupling strength. With the separately specified τ = 1, that setting would also fix τ/τ QSL at 1, contrary to the stated change in speedup potential.
“and we set τ QSL = 1.”
“As is clearly shown in Fig. 2, more capacity for potential speedup will take place when the environment enters the memory region.”
Figure 3 labels the reciprocal of the ratio analyzed in the text
MinorThe caption labels the plotted ratio τ QSL /τ, whereas the discussion identifies the sampled ratios as τ/τ QSL. The text's account of an upper bound therefore refers to the reciprocal of the captioned quantity.
“FIG. 3: (Color online) Quantum speed limit time ratio τ QSL /τ as a distribution of concurrence C for 20000 randomly generated initial pure states”
“In addition, the upper bound is taken by a subset of states | Ψ 2 〉 = α | 11 〉 + √ 1 -α 2 | 00 〉 (light green dots in Fig. 3), illustrating that weak entanglement may reduce the QSL time more.”
Figure 1 labels the reciprocal of the ratio discussed in the text
MinorThe caption says Figure 1 plots τ QSL /τ, while the accompanying discussion says it plots τ/τ QSL. These are reciprocal quantities, not the same plotted ratio.
“FIG. 1: (Color online) Quantum-speed-limit time ratio τ QSL /τ of a two-qubit open system under a memoryless environment as a function of P τ”
“the QSL time ratio τ/τ QSL of initial state | Ψ 1 〉 (black dotted line) is depicted in Fig. 1 under a memoryless environment”
Figure 2's plotted quantity is identified inconsistently
MinorThe caption identifies Figure 2 as QSL time τ QSL, but the text says the plotted quantity is the reciprocal ratio τ/τ QSL. Fixing τ = 1 does not make these quantities equal.
“FIG. 2: (Color online) Quantum-speed-limit time τ QSL of a Lorentzian spectral distribution model versus coupling strength γ 0 .”
“The QSL time ratio τ/τ QSL versus coupling strength γ 0 /ω 0 is plotted with three typical two-qubit states”
Cites
Entanglement of Formation of an Arbitrary State of Two Qubits
Wootters, W. K. (1998) · Physical Review Letters · doi:10.1103/physrevlett.80.2245 · Cited by 8,290 · see citing works
The Theory of Open Quantum Systems
Breuer, H.-P., & Petruccione, F. (2007) · doi:10.1093/acprof:oso/9780199213900.001.0001 · Cited by 5,938 · see citing works
Giovannetti, V., Lloyd, S., & Maccone, L. (2011) · Nature Photonics · doi:10.1038/nphoton.2011.35 · Cited by 3,894 · see citing works
Ultimate physical limits to computation
Lloyd, S. (2000) · Nature · doi:10.1038/35023282 · Cited by 1,120 · see citing works
Quantum non-Markovianity: characterization, quantification and detection
Rivas, Á., Huelga, S. F., & Plenio, M. B. (2014) · Reports on Progress in Physics · doi:10.1088/0034-4885/77/9/094001 · Cited by 1,035 · see citing works
The maximum speed of dynamical evolution
Margolus, N., & Levitin, L. B. (1998) · Physica D: Nonlinear Phenomena · doi:10.1016/s0167-2789(98)00054-2 · Cited by 887 · see citing works
Non-Markovian Effects on the Dynamics of Entanglement
Bellomo, B., Franco, R. L., & Compagno, G. (2007) · Physical Review Letters · doi:10.1103/physrevlett.99.160502 · Cited by 818 · see citing works
Anandan, J., & Aharonov, Y. (1990) · Physical Review Letters · doi:10.1103/physrevlett.65.1697 · Cited by 794 · see citing works
Quantum Metrology in Non-Markovian Environments
Chin, A. W., Huelga, S. F., & Plenio, M. B. (2012) · Physical Review Letters · doi:10.1103/physrevlett.109.233601 · Cited by 645 · see citing works
Quantum Speed Limit for Non-Markovian Dynamics
Deffner, S., & Lutz, E. (2013) · Physical Review Letters · doi:10.1103/physrevlett.111.010402 · Cited by 511 · see citing works
Optimal Control at the Quantum Speed Limit
Caneva, T., Murphy, M., Calarco, T., Fazio, R., Montangero, S., Giovannetti, V., & Santoro, G. E. (2009) · Physical Review Letters · doi:10.1103/physrevlett.103.240501 · Cited by 509 · see citing works
Quantum Speed Limit for Physical Processes
Taddei, M. M., Escher, B. M., Davidovich, L., & de Matos Filho, R. L. (2013) · Physical Review Letters · doi:10.1103/physrevlett.110.050402 · Cited by 509 · see citing works
Quantum Speed Limits in Open System Dynamics
del Campo, A., Egusquiza, I. L., Plenio, M. B., & Huelga, S. F. (2013) · Physical Review Letters · doi:10.1103/physrevlett.110.050403 · Cited by 493 · see citing works
Quantum limits to dynamical evolution
Giovannetti, V., Lloyd, S., & Maccone, L. (2003) · Physical Review A · doi:10.1103/physreva.67.052109 · Cited by 385 · see citing works
Fundamental Limit on the Rate of Quantum Dynamics: The Unified Bound Is Tight
Levitin, L. B., & Toffoli, T. (2009) · Physical Review Letters · doi:10.1103/physrevlett.103.160502 · Cited by 302 · see citing works
Generalized Clausius inequality for nonequilibrium quantum processes
Deffner, S., & Lutz, E. (2010) · Physical Review Letters · doi:10.1103/physrevlett.105.170402 · Cited by 245 · see citing works
Driving at the quantum speed limit: optimal control of a two-level system
Hegerfeldt, G. C. (2013) · Physical Review Letters · doi:10.1103/physrevlett.111.260501 · Cited by 232 · see citing works
Foundations and measures of quantum non-Markovianity
Breuer, H.-P. (2012) · Journal of Physics B: Atomic, Molecular and Optical Physics · doi:10.1088/0953-4075/45/15/154001 · Cited by 225 · see citing works
A unitarity bound on the evolution of nonstationary states
Fleming, G. N. (1973) · Il Nuovo Cimento A · doi:10.1007/bf02819419 · Cited by 218 · see citing works
Energy–time uncertainty relation for driven quantum systems
Deffner, S., & Lutz, E. (2013) · Journal of Physics A: Mathematical and Theoretical · doi:10.1088/1751-8113/46/33/335302 · Cited by 199 · see citing works
Minimum time for the evolution to an orthogonal quantum state
Vaidman, L. (1992) · American Journal of Physics · doi:10.1119/1.16940 · Cited by 178 · see citing works
Geometric derivation of the quantum speed limit
Jones, P. J., & Kok, P. (2010) · Physical Review A · doi:10.1103/physreva.82.022107 · Cited by 172 · see citing works
Quantum speedup in a memory environment
Xu, Z.-Y., Luo, S., Yang, W. L., Liu, C., & Zhu, S. (2014) · Physical Review A · doi:10.1103/physreva.89.012307 · Cited by 156 · see citing works
Self-citationNonlocal Memory Effects in the Dynamics of Open Quantum Systems
Laine, E.-M., Breuer, H., Piilo, J., Li, C., & Guo, G. (2012) · Physical Review Letters · doi:10.1103/physrevlett.108.210402 · Cited by 141 · see citing works
Generalized time-energy uncertainty relations and bounds on lifetimes of resonances
Pfeifer, P., & Fröhlich, J. (1995) · Reviews of Modern Physics · doi:10.1103/revmodphys.67.759 · Cited by 141 · see citing works
Quantum metrology with open dynamical systems
Tsang, M. (2013) · New Journal of Physics · doi:10.1088/1367-2630/15/7/073005 · Cited by 113 · see citing works
Speeding up and slowing down the relaxation of a qubit by optimal control
Mukherjee, V., Carlini, A., Mari, A., Caneva, T., Montangero, S., Calarco, T., Fazio, R., & Giovannetti, V. (2013) · Physical Review A · doi:10.1103/physreva.88.062326 · Cited by 87 · see citing works
Kind of entanglement that speeds up quantum evolution
Fröwis, F. (2012) · Physical Review A · doi:10.1103/physreva.85.052127 · Cited by 87 · see citing works
Connection between entanglement and the speed of quantum evolution
Batle, J., Casas, M., Plastino, A., & Plastino, A. R. (2005) · Physical Review A · doi:10.1103/physreva.72.032337 · Cited by 75 · see citing works
Optimal control of a qubit in an optical cavity
Deffner, S. (2014) · Journal of Physics B: Atomic, Molecular and Optical Physics · doi:10.1088/0953-4075/47/14/145502 · Cited by 75 · see citing works
Zermelo navigation and a speed limit to quantum information processing
Russell, B., & Stepney, S. (2014) · Physical Review A · doi:10.1103/physreva.90.012303 · Cited by 72 · see citing works
Comment on “Geometric derivation of the quantum speed limit”
Zwierz, M. (2012) · Physical Review A · doi:10.1103/physreva.86.016101 · Cited by 72 · see citing works
Entanglement and the lower bounds on the speed of quantum evolution
Borrás, A., Casas, M., Plastino, A. R., & Plastino, A. (2006) · Physical Review A · doi:10.1103/physreva.74.022326 · Cited by 63 · see citing works
High-speed driving of a two-level system
Hegerfeldt, G. C. (2014) · Physical Review A · doi:10.1103/physreva.90.032110 · Cited by 62 · see citing works
QUBIT4MATLAB V3.0: A program package for quantum information science and quantum optics for MATLAB
Tóth, G. (2008) · Computer Physics Communications · doi:10.1016/j.cpc.2008.03.007 · Cited by 58 · see citing works
Time optimal quantum evolution of mixed states
Carlini, A., Hosoya, A., Koike, T., & Okudaira, Y. (2008) · Journal of Physics A Mathematical and Theoretical · doi:10.1088/1751-8113/41/4/045303 · Cited by 51 · see citing works
How fast can a quantum state evolve into a target state?
Luo, S. (2004) · Physica D: Nonlinear Phenomena · doi:10.1016/j.physd.2003.10.001 · Cited by 39 · see citing works
Quantum Speed Limit of a Photon under Non-Markovian Dynamics
Xu, Z.-Y., & Zhu, S.-Q. (2014) · Chinese Physics Letters · doi:10.1088/0256-307x/31/2/020301 · Cited by 33 · see citing works
Self-citationLatune, C. L., Escher, B. M., Filho, R. L. D. M., & Davidovich, L. (2013) · Physical Review A · doi:10.1103/physreva.88.042112 · Cited by 30 · see citing works
The quantum computational speed of a single Cooper-pair box
Obada, A. ‐. F., Abo-Kahla, D. A. M., METWALLY, N., & Abdel‐Aty, M. (2011) · Physica E Low-dimensional Systems and Nanostructures · doi:10.1016/j.physe.2011.06.013 · Cited by 29 · see citing works
A Note on Fundamental Limit of Quantum Dynamics Rate
Shuang-Shuang, F., Nan, L., & Shun-Long, L. (2010) · Communications in Theoretical Physics · doi:10.1088/0253-6102/54/4/15 · Cited by 21 · see citing works
On survival probability of quantum states
Luo, S. (2005) · Journal of Physics A: Mathematical and General · doi:10.1088/0305-4470/38/13/012 · Cited by 15 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- L. Mandelstam, 1945, J. Phys. (USSR), 9, 249
Cited by
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Deffner, S., & Campbell, S. (2017) · Journal of Physics A: Mathematical and Theoretical · doi:10.1088/1751-8121/aa86c6 · Cited by 585 · see citing works
Quantum speed limits: from Heisenberg's uncertainty principle to optimal quantum control
Deffner, S., & Campbell, S. (2017) · Maryland Shared Open Access Repository (USMAI Consortium) · doi:10.13016/m2heya-i4ys · Cited by 485 · see citing works
Generalized Geometric Quantum Speed Limits
Pires, D. P., Cianciaruso, M., Céleri, L. C., Adesso, G., & Soares-Pinto, D. O. (2016) · Physical Review X · doi:10.1103/physrevx.6.021031 · Cited by 265 · see citing works
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Mondal, D., Datta, C., & Sazim, S. (2016) · Physics Letters A · doi:10.1016/j.physleta.2015.12.015 · Cited by 113 · see citing works
Mechanism for quantum speedup in open quantum systems
Liu, H.-B., Yang, W. L., An, J.-H., & Xu, Z.-Y. (2016) · Physical Review A · doi:10.1103/physreva.93.020105 · Cited by 94 · see citing works
Self-citationQuantum speed limits—primer, perspectives, and potential future directions
Frey, M. R. (2016) · Quantum Information Processing · doi:10.1007/s11128-016-1405-x · Cited by 91 · see citing works
Distinct Bound of the Quantum Speed Limit via the Gauge Invariant Distance
Sun, S., & Zheng, Y. (2019) · Physical Review Letters · doi:10.1103/physrevlett.123.180403 · Cited by 65 · see citing works
Quantum speed limit for a mixed initial state
Wu, S.-X., & Yu, C. (2018) · Physical Review A · doi:10.1103/physreva.98.042132 · Cited by 63 · see citing works
Energy–time and frequency–time uncertainty relations: exact inequalities
Dodonov, V. V., & Dodonov, A. V. (2015) · Physica Scripta · doi:10.1088/0031-8949/90/7/074049 · Cited by 51 · see citing works
Operational definition of a quantum speed limit
Shao, Y., Liu, B., Zhang, M., Yuan, H., & Liu, J. (2020) · Physical Review Research · doi:10.1103/physrevresearch.2.023299 · Cited by 46 · see citing works
Quantum Speed Limit Quantified by the Changing Rate of Phase
Sun, S., Peng, Y., Hu, X., & Zheng, Y. (2021) · Physical Review Letters · doi:10.1103/physrevlett.127.100404 · Cited by 45 · see citing works
Quantum speed limit and a signal of quantum criticality
Wei, Y.-B., Zou, J., Wang, Z.-M., & Shao, B. (2016) · Scientific Reports · doi:10.1038/srep19308 · Cited by 42 · see citing works
There is no general connection between the quantum speed limit and non-Markovianity
Teittinen, J., Lyyra, H., & Maniscalco, S. (2019) · New Journal of Physics · doi:10.1088/1367-2630/ab59fe · Cited by 40 · see citing works
The roles of drift and control field constraints upon quantum control speed limits
Arenz, C., Russell, B., Burgarth, D. K., & RABITZ, H. A. (2017) · New Journal of Physics · doi:10.1088/1367-2630/aa8242 · Cited by 34 · see citing works
Quantum dynamical speedup in correlated noisy channels
Xu, K. D., Zhang, G., & Liu, W. (2019) · Physical Review A · doi:10.1103/physreva.100.052305 · Cited by 33 · see citing works
Quantum speed limit for a relativistic electron in a uniform magnetic field
Villamizar, D. V., & Duzzioni, E. I. (2015) · Physical Review A · doi:10.1103/physreva.92.042106 · Cited by 29 · see citing works
Excited-state quantum phase transition and the quantum-speed-limit time
Wang, Q., & Pérez-Bernal, F. (2019) · Physical Review A · doi:10.1103/physreva.100.022118 · Cited by 28 · see citing works
Quantum coherence and speed limit in the mean-field Dicke model of superradiance
Rossatto, D. Z., Pires, D. P., de Paula, F. M., & Neto, O. P. D. S. (2020) · Physical Review A · doi:10.1103/physreva.102.053716 · Cited by 25 · see citing works
Quantum speed limit via the trajectory ensemble
Hu, X., Sun, S., & Zheng, Y. (2020) · Physical Review A · doi:10.1103/physreva.101.042107 · Cited by 25 · see citing works
Quantum speed limit time for correlated quantum channel
Awasthi, N., Haseli, S., Johri, U. C., Salimi, S., Dolatkhah, H., & Khorashad, A. S. (2019) · Quantum Information Processing · doi:10.1007/s11128-019-2501-5 · Cited by 24 · see citing works
Song, Y., Tan, Q.-S., & Kuang, L. (2017) · Scientific Reports · doi:10.1038/srep43654 · Cited by 22 · see citing works
Quantum speed limit based on the bound of Bures angle
Wu, S.-X., & Yu, C.-S. (2020) · Scientific Reports · doi:10.1038/s41598-020-62409-w · Cited by 20 · see citing works
Quantum speed limit for complex dynamics
Mao, Z., Yu, H.-M., & Liu, J. (2023) · npj Quantum Information · doi:10.1038/s41534-023-00768-8 · Cited by 19 · see citing works
Quantum speed limit for robust state characterization and engineering
Kobayashi, K., & Yamamoto, N. (2020) · Physical Review A · doi:10.1103/physreva.102.042606 · Cited by 17 · see citing works
Detecting quantum speedup in closed and open systems
Xu, Z.-Y. (2016) · New Journal of Physics · doi:10.1088/1367-2630/18/7/073005 · Cited by 18 · see citing works
Self-citationQuantum speed limit for a central system in Lipkin-Meshkov-Glick bath
Hou, L., Shao, B., & Zou, J. (2016) · The European Physical Journal D · doi:10.1140/epjd/e2016-60600-5 · Cited by 17 · see citing works
Tight and attainable quantum speed limit for open systems
Mai, Z.-Y., & Yu, C. (2023) · Physical Review A · doi:10.1103/physreva.108.052207 · Cited by 15 · see citing works
Quantum speedup of uncoupled multiqubit open system via dynamical decoupling pulses
Song, Y.-J., Kuang, L.-M., & Tan, Q.-S. (2016) · Quantum Information Processing · doi:10.1007/s11128-016-1291-2 · Cited by 15 · see citing works
Nie, S.-S., Ren, F.-H., He, R.-H., Wu, J., & Wang, Z.-M. (2021) · Physical Review A · doi:10.1103/physreva.104.052424 · Cited by 14 · see citing works
Quantum speed limit in a qubit-spin-bath system
Hou, L., Shao, B., Wei, Y.-B., & Zou, J. (2015) · Journal of Physics A Mathematical and Theoretical · doi:10.1088/1751-8113/48/49/495302 · Cited by 14 · see citing works
Speedup of quantum evolution of multiqubit entanglement states
Zhang, Y.-J., Han, W., Xia, Y., Tian, J., & Fan, H. (2016) · Scientific Reports · doi:10.1038/srep27349 · Cited by 13 · see citing works
Bhatia-Davis formula in the quantum speed limit
Liu, J., Miao, Z., Fu, L., & Wang, X. (2021) · Physical Review A · doi:10.1103/physreva.104.052432 · Cited by 11 · see citing works
Dynamical decoupling assisted acceleration of two-spin evolution in XY spin-chain environment
Wei, Y.-B., Zou, J., Wang, Z.-M., Shao, B., & Li, H. (2015) · Physics Letters A · doi:10.1016/j.physleta.2015.11.013 · Cited by 11 · see citing works
Quantum speedup via engineering multiple environments
Mo, M., Wang, J., & Wu, Y. (2017) · Annalen der Physik · doi:10.1002/andp.201600221 · Cited by 9 · see citing works
Generalized speed and cost rate in transitionless quantum driving
Xu, Z., You, W., Dong, Y., Zhang, C., & Yang, W. L. (2018) · Physical Review A · doi:10.1103/physreva.97.032115 · Cited by 10 · see citing works
Self-citationQuantum speed limit for time-fractional open systems
Wei, D., Liu, H., Li, Y., Gao, F., Qin, S., & Wen, Q. (2023) · Chaos Solitons & Fractals · doi:10.1016/j.chaos.2023.114065 · Cited by 9 · see citing works
Dynamics of Quantum Speed Limit Time for Correlated and Uncorrelated Noise Channels
Awasthi, N., Joshi, D. K., & Sachdev, S. (2022) · International Journal of Theoretical Physics · doi:10.1007/s10773-022-05084-z · Cited by 8 · see citing works
Effect of two-qutrit entanglement on quantum speed limit time of a bipartite V-type open system
Behzadi, N., Ahansaz, B., Ektesabi, A., & Faizi, E. (2017) · Annals of Physics · doi:10.1016/j.aop.2017.01.026 · Cited by 8 · see citing works
Quantum speed limit from a quantum-state-diffusion method
Wu, W., & An, J. (2023) · Physical Review A · doi:10.1103/physreva.108.012204 · Cited by 7 · see citing works
Haseli, S. (2019) · The European Physical Journal C · doi:10.1140/epjc/s10052-019-7129-1 · Cited by 8 · see citing works
Hybrid quantum-classical simulation of quantum speed limits in open quantum systems
Liu, J., Segal, D., & Hanna, G. (2019) · Journal of Physics A Mathematical and Theoretical · doi:10.1088/1751-8121/ab15eb · Cited by 9 · see citing works
Classical-driving-assisted entanglement dynamics control
Zhang, Y.-J., Han, W., Xia, Y., & Fan, H. (2017) · Annals of Physics · doi:10.1016/j.aop.2017.02.001 · Cited by 7 · see citing works
Entanglement-assisted quantum speedup: Beating local quantum speed limits
Yasmin, F., & Sperling, J. (2024) · Physical Review A · doi:10.1103/physreva.110.012424 · Cited by 6 · see citing works
Relationship between quantum speed limit time and memory time in a photonic-band-gap environment
Wang, J., Wu, Y., Mo, M., & Zhang, H. Z. (2016) · Scientific Reports · doi:10.1038/srep39110 · Cited by 6 · see citing works
Modified quantum-speed-limit bounds for open quantum dynamics in quantum channels
Liu, X., Wu, W., & Wang, C. (2017) · Physical Review A · doi:10.1103/physreva.95.052118 · Cited by 5 · see citing works
Hu, X., Sun, S., & Zheng, Y. (2022) · The Journal of Chemical Physics · doi:10.1063/5.0078207 · Cited by 5 · see citing works
Optimal quantum speed for mixed states
Naderzadeh, A., & Akhtarshenas, S. J. (2024) · Journal of Physics A Mathematical and Theoretical · doi:10.1088/1751-8121/ad203a · Cited by 5 · see citing works
Quantum speed limits of a qubit system interacting with a nonequilibrium environment
He, Z., Yao, C., Li, L., & Wang, Q. (2016) · Chinese Physics B · doi:10.1088/1674-1056/25/8/080304 · Cited by 5 · see citing works
Coherent-driving-assisted quantum speedup in Markovian channels*
Lu, X., Zhang, Y., & Xia, Y. (2020) · Chinese Physics B · doi:10.1088/1674-1056/abc150 · Cited by 5 · see citing works
Quantum speed limit for the maximum coherent state under the squeezed environment*
Du, K.-Y., Ma, Y.-J., Wu, S.-X., & Yu, C. (2021) · Chinese Physics B · doi:10.1088/1674-1056/ac0daf · Cited by 5 · see citing works
Universal criteria for entanglement-assisted dynamical speed enhancement
Maleki, Y., & Zubairy, M. S. (2024) · Physical Review A · doi:10.1103/physreva.110.052415 · Cited by 4 · see citing works
Harouni, M. B. (2021) · Chinese Physics B · doi:10.1088/1674-1056/abeef4 · Cited by 4 · see citing works
Exact and lower bounds for the quantum speed limit in finite-dimensional systems
Johnsson, M., van Luijk, L., & Burgarth, D. K. (2023) · Physical Review A · doi:10.1103/physreva.108.052403 · Cited by 4 · see citing works
Quantum speed limits of quantum system in colored environments
Zheng, L., & Peng, Y. (2024) · Results in Physics · doi:10.1016/j.rinp.2023.107315 · Cited by 4 · see citing works
Quantum Speed Limit for Dynamics of Central Spin Model with Initial System-Bath Correlations
Yu, W.-J., Wei, Y.-B., Li, H., Li, L., Zou, J., & Shao, B. (2016) · International Journal of Theoretical Physics · doi:10.1007/s10773-016-3102-z · Cited by 4 · see citing works
Non-Markovian Speedup Dynamics in Markovian and Non-Markovian Channels
Nie, J., Liang, Y.-S., Wang, B., & Yang, X.-Y. (2021) · International Journal of Theoretical Physics · doi:10.1007/s10773-021-04885-y · Cited by 4 · see citing works
Quantum speed limit of a single atom in a squeezed optical cavity mode
Ma, Y.-J., Gao, X.-C., Wu, S.-X., & Yu, C. (2023) · Chinese Physics B · doi:10.1088/1674-1056/acbd2b · Cited by 4 · see citing works
Harouni, M. B. (2020) · Chinese Physics B · doi:10.1088/1674-1056/abab75 · Cited by 4 · see citing works
Quantum speed limits in dephasing dynamics of a qubit system coupled to thermal environments
Cai, X.-J., Feng, Y., Ren, J., Lan, K., Sun, S., Meng, X., & Czerwiński, A. (2025) · APL Quantum · doi:10.1063/5.0255326 · Cited by 3 · see citing works
Quantum dynamical speedup for correlated initial states
Gholizadeh, A., Hadipour, M., Haseli, S., Haddadi, S., & Dolatkhah, H. (2023) · Communications in Theoretical Physics · doi:10.1088/1572-9494/acdce8 · Cited by 3 · see citing works
Quantum speed limit time in the presence of disturbance
Haseli, S., Salimi, S., Dolatkhah, H., & Khorashad, A. S. (2020) · Modern Physics Letters A · doi:10.1142/s0217732321500097 · Cited by 3 · see citing works
Quantum speedup dynamics process without non-Markovianity
Zhang, Y.-J., Lu, X., Lang, H., Man, Z., Xia, Y., & Fan, H. (2021) · Quantum Information Processing · doi:10.1007/s11128-021-03018-y · Cited by 3 · see citing works
Advances on quantum speed limit
Sun, S., & Zheng, Y. (2021) · Chinese Science Bulletin (Chinese Version) · doi:10.1360/tb-2020-1430 · Cited by 2 · see citing works
Quantum speed limit and topological quantum phase transition in an extended XY model
Cheng, W. W., Li, B., Gong, L., & Zhao, S. (2022) · Physica A Statistical Mechanics and its Applications · doi:10.1016/j.physa.2022.127242 · Cited by 3 · see citing works
Quantum speed limit time in two-qubit system by dynamical decoupling method
Aaliray, A., & Mohammadi, H. (2025) · Scientific Reports · doi:10.1038/s41598-025-93348-z · Cited by 2 · see citing works
Quantum speed problem: Theoretical hints for control
Lisboa, A. C., & Piqueira, J. R. C. (2016) · International Journal of Quantum Information · doi:10.1142/s0219749916500143 · Cited by 2 · see citing works
Quantum speed-up process of atom in dissipative cavity
Zou, H.-M., Yang, J., Lin, D., & Fang, M.-F. (2020) · Journal of Physics B Atomic Molecular and Optical Physics · doi:10.1088/1361-6455/ab82e2 · Cited by 3 · see citing works
Speed of evolution in entangled fermionic systems
Sahory Canseco, J., & Valdés-Hernández, A. (2022) · Journal of Physics A Mathematical and Theoretical · doi:10.1088/1751-8121/ac8ef8 · Cited by 2 · see citing works
Quantum state driving along arbitrary trajectories
Hu, L., & Jordan, A. N. (2023) · Physical Review Research · doi:10.1103/physrevresearch.5.033045 · Cited by 2 · see citing works
Thermal quantum speed limit for classical-driving open systems
Wu, W.-J., Yan, K., Wu, Y., & Hao, X. (2016) · Modern Physics Letters B · doi:10.1142/s0217984916503899 · Cited by 2 · see citing works
Witnessing Quantum Speedup through Mutual Information
Wang, J., Wu, Y., & Shi-xue, S. (2019) · Annalen der Physik · doi:10.1002/andp.201900225 · Cited by 2 · see citing works
Energetic cost as a consequence of parallel transporting speed limit
Peng, Y., Ni, Z., & Zheng, Y. (2024) · Physica Scripta · doi:10.1088/1402-4896/ad6e2a · Cited by 2 · see citing works
Impact of initial states on the quantum speed limits metric in linear molecules
Feng, H., Li, P., & Yue, X.-F. (2019) · Acta Physica Sinica · doi:10.7498/aps.68.20181942 · Cited by 2 · see citing works
Attainable quantum speed limit for N -dimensional quantum systems
Mai, Z.-Y., & Yu, C. (2025) · Physical Review A · doi:10.1103/9xmb-dmlw · Cited by 1 · see citing works
Quantum Speed Limit of a Two-Level System Interacting with Multiple Bosonic Reservoirs
Hu, P.-H., Peng, G., He, Z., & Wang, Q. (2019) · International Journal of Theoretical Physics · doi:10.1007/s10773-019-04325-y · Cited by 1 · see citing works
Lu, W., Zhai, C., Liu, Y., Song, Y., Yuan, J.-B., Li, S.-S., & Tang, S.-Q. (2022) · Symmetry · doi:10.3390/sym14122653 · Cited by 1 · see citing works
Quantum Speed Limit for Time-Fractional Open SystemsPreprint
Gao, F., Wei, D., Liu, H., Li, Y., Qin, S., & Wen, Q. (2023) · SSRN Electronic Journal · doi:10.2139/ssrn.4457883 · Cited by 1 · see citing works
Quantum speed-up dynamical crossover in open systems
Wu, W., Yan, K., Xie, Y.-Q., Wu, Y., & Hao, X. (2017) · International Journal of Quantum Information · doi:10.1142/s0219749917500277
Geometria da informação quântica: uma abordagem geral acerca do tempo de evolução
Pires, D. P. (2017) · Digital Library of Theses and Dissertations (Universidade de São Paulo) · doi:10.11606/t.76.2017.tde-17032017-104320
Quantum speed-up capacity in different types of quantum channels for two-qubit open systems
Wu, W., Liu, X., & Wang, C. (2018) · Chinese Physics B · doi:10.1088/1674-1056/27/6/060302
Tight bounds of quantum speed limit for noisy dynamics via maximum rotation angles
Hu, Z., Yuan, H., Zhang, Z., Fung, C. F., & Miao, Z. (2025) · Science China Information Sciences · doi:10.1007/s11432-024-4484-9
Hadipour, M. (2025) · International Journal of Theoretical Physics · doi:10.1007/s10773-025-06192-2
Quantum speed limit in open quantum systems: A stochastic approach
Wang, X.-B., & Wu, W. (2026) · Physical Review A · doi:10.1103/gnns-hf69
- Authors
- Liu, C., Xu, Z.-Y., & Zhu, S.
- Affiliations
- Soochow University (CN)
- ORCID
- Liu, Chen
- Venue
- Physical Review A
- Publisher
- American Physical Society (APS)
- Published
- 2015-02-02
- Volume
- 91
- Issue
- 2
- ISSN
- 0556-2791 (ISSN-L)
- 1050-2947
- 1094-1622
- OpenAlex
- W2063100204
- Semantic Scholar
- 031371f2c7659e0099b8242e014506615aeb41a7
- Cited by
- 83
- References
- 42
- Citations by year
- 2026: 1 · 2025: 5 · 2024: 5 · 2023: 9 · 2022: 5 · 2021: 8 · 2020: 9 · 2019: 10 · 2018: 3 · 2017: 10 · 2016: 13 · 2015: 5
- FWCI
- 10.14
- Type
- journal article
- Language
- en
- Open access
- green
- arxiv.org
- Locations
- Physical Review A (publishedVersion)
- arXiv (Cornell University) (submittedVersion)
- arXiv (Cornell University)
- Funders
- National Natural Science Foundation of China (11204196, 11074184)
- Topics
- Physical Sciences › Computer Science › Artificial Intelligence › Quantum Information and Cryptography
- Physical Sciences › Computer Science › Artificial Intelligence › Quantum Computing Algorithms and Architecture
- Physical Sciences › Physics and Astronomy › Atomic and Molecular Physics, and Optics › Quantum Mechanics and Applications
- Keywords
- quantum speed limit, multi-qubit systems, open quantum systems, non-Markovian effects, speedup, entanglement, product states
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