Coles, Patrick J.

Variational quantum algorithms

Cerezo, M., Arrasmith, A., Babbush, R., Benjamin, S. C., Endo, S., Fujii, K., McClean, J. R., Mitarai, K., Yuan, X., Cincio, L., et al. (2021) · Nature Reviews Physics

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 3,385

Cost function dependent barren plateaus in shallow parametrized quantum circuits

Cerezo, M., Sone, A., Volkoff, T., Cincio, L., & Coles, P. J. (2021) · Nature Communications

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 1,047

Noise-Induced Barren Plateaus in Variational Quantum Algorithms

Wang, S., Fontana, E., Cerezo, M., Sharma, K., Sone, A., Cincio, L., & Coles, P. J. (2020) · arXiv

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 791

Noise-induced barren plateaus in variational quantum algorithms

Wang, S., Fontana, E., Cerezo, M., Sharma, K., Sone, A., Cincio, L., & Coles, P. J. (2021) · Nature Communications

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 773

Connecting Ansatz Expressibility to Gradient Magnitudes and Barren Plateaus

Holmes, Z., Sharma, K., Cerezo, M., & Coles, P. J. (2022) · PRX Quantum

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 570

Generalization in quantum machine learning from few training data

Caro, M. C., Huang, H.-Y., Cerezo, M., Sharma, K., Sornborger, A., Cincio, L., & Coles, P. J. (2022) · Nature Communications

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 476

Quantum-assisted quantum compiling

Khatri, S., LaRose, R., Poremba, A., Cincio, L., Sornborger, A. T., & Coles, P. J. (2019) · Quantum

Quantum Computing Algorithms and ArchitectureQuantum Information and Cryptography

Cited by 382

Absence of Barren Plateaus in Quantum Convolutional Neural Networks

Pesah, A., Cerezo, M., Wang, S., Volkoff, T., Sornborger, A. T., & Coles, P. J. (2021) · Physical Review X

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 343

Absence of Barren Plateaus in Quantum Convolutional Neural Networks

Pesah, A., Cerezo, M., Wang, S., Volkoff, T., Sornborger, A. T., & Coles, P. J. (2020) · arXiv

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 343

Variational Quantum Linear Solver

Bravo-Prieto, C., LaRose, R., Cerezo, M., Subasi, Y., Cincio, L., & Coles, P. J. (2019) · arXiv

Quantum Computing Algorithms and ArchitectureQuantum Information and Cryptography

Cited by 284

Quantum Algorithm Implementations for Beginners

J., A., Adedoyin, A., Ambrosiano, J., Anisimov, P., Casper, W., Chennupati, G., Coffrin, C., Djidjev, H., Gunter, D., Karra, S., et al. (2018) · arXiv

Quantum Computing Algorithms and ArchitectureQuantum Information and Cryptography

Cited by 256

Variational fast forwarding for quantum simulation beyond the coherence time

Cîrstoiu, C., Holmes, Z., Iosue, J., Cincio, L., Coles, P. J., & Sornborger, A. (2020) · npj Quantum Information

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 232

Variational quantum state diagonalization

LaRose, R., Tikku, A., O’Neel-Judy, É., Cincio, L., & Coles, P. J. (2019) · npj Quantum Information

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 199

Large gradients via correlation in random parameterized quantum circuits

Volkoff, T., & Coles, P. J. (2021) · Quantum Science and Technology

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 143

An Adaptive Optimizer for Measurement-Frugal Variational Algorithms

Kübler, J. M., Arrasmith, A., Cincio, L., & Coles, P. J. (2020) · Quantum

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 141

Barren Plateaus Preclude Learning Scramblers

Holmes, Z., Arrasmith, A., Yan, B., Coles, P. J., Albrecht, A., & Sornborger, A. T. (2021) · Physical Review Letters

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 125

Barren plateaus preclude learning scramblers

Holmes, Z., Arrasmith, A., Yan, B., Coles, P. J., Albrecht, A., & Sornborger, A. T. (2020) · arXiv

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 125

Higher order derivatives of quantum neural networks with barren plateaus

Cerezo, M., & Coles, P. J. (2021) · Quantum Science and Technology

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 118

Variational Quantum Algorithm for Estimating the Quantum Fisher Information

Beckey, J. L., Cerezo, M., Sone, A., & Coles, P. J. (2020) · arXiv

Quantum Computing Algorithms and ArchitectureQuantum Information and Cryptography

Cited by 77

Variational consistent histories as a hybrid algorithm for quantum foundations

Arrasmith, A., Cincio, L., Sornborger, A. T., Zurek, W. H., & Coles, P. J. (2019) · Nature Communications

Quantum Computing Algorithms and ArchitectureQuantum Mechanics and Applications

Cited by 66

Operator Sampling for Shot-frugal Optimization in Variational Algorithms

Arrasmith, A., Cincio, L., Somma, R. D., & Coles, P. J. (2020) · arXiv

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 53

Variational Hamiltonian Diagonalization for Dynamical Quantum Simulation

Commeau, B., Cerezo, M., Holmes, Z., Cincio, L., Coles, P. J., & Sornborger, A. (2020) · arXiv

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 42

Non-trivial symmetries in quantum landscapes and their resilience to quantum noise

Fontana, E., Cerezo, M., Arrasmith, A., Rungger, I., & Coles, P. J. (2020) · arXiv

Quantum Computing Algorithms and ArchitectureMetaheuristic Optimization Algorithms Research

Cited by 32

Long-time simulations with high fidelity on quantum hardware

Gibbs, J., Gili, K., Holmes, Z., Commeau, B., Arrasmith, A., Cincio, L., Coles, P. J., & Sornborger, A. (2021) · arXiv

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 28