Wiebe, Nathan

Quantum machine learning

Biamonte, J., Wittek, P., Pancotti, N., Rebentrost, P., Wiebe, N., & Lloyd, S. (2017) · Nature

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 4,779

Circuit-centric quantum classifiers

Schuld, M., Bocharov, A., Svore, K. M., & Wiebe, N. (2020) · Physical Review A

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 1,057

Elucidating reaction mechanisms on quantum computers

Reiher, M., Wiebe, N., Svore, K. M., Wecker, D., & Troyer, M. (2017) · Proceedings of the National Academy of Sciences

Quantum Computing Algorithms and ArchitectureAdvanced Chemical Physics Studies

Cited by 745

Quantum Simulation of Electronic Structure with Linear Depth and Connectivity

Kivlichan, I. D., McClean, J., Wiebe, N., Gidney, C., Aspuru-Guzik, A., Chan, G. K.-L., & Babbush, R. (2018) · Physical Review Letters

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 431

Solving strongly correlated electron models on a quantum computer

Wecker, D., Hastings, M. B., Wiebe, N., Clark, B. K., Nayak, C., & Troyer, M. (2015) · Physical Review A

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 285

Witnessing eigenstates for quantum simulation of Hamiltonian spectra

Santagati, R., Wang, J., Gentile, A. A., Paesani, S., Wiebe, N., McClean, J. R., Morley-Short, S., Shadbolt, P. J., Bonneau, D., Silverstone, J. W., et al. (2018) · Science Advances

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 211

Chemical basis of Trotter-Suzuki errors in quantum chemistry simulation

Babbush, R., McClean, J., Wecker, D., Aspuru-Guzik, A., & Wiebe, N. (2015) · Physical Review A

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 199

Tomography and generative training with quantum Boltzmann machines

Kieferová, M., & Wiebe, N. (2017) · Physical Review A

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 170

The Trotter step size required for accurate quantum simulation of quantum chemistry

Poulin, D., Hastings, M. B., Wecker, D., Wiebe, N., Doberty, A. C., & Troyer, M. (2015) · Quantum Information and Computation

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 159

Quantum deep learning

Wiebe, N., Kapoor, A., & Svore, K. M. (2016) · Quantum Information and Computation

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 85

Entanglement-Induced Barren Plateaus

Ortiz Marrero, C., Kieferová, M., & Wiebe, N. (2021) · PRX Quantum

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 39

Gate-based quantum computing for protein design

Khatami, M. H., Mendes, U. C., Wiebe, N., & Kim, P. M. (2023) · PLOS Computational Biology

Quantum Computing Algorithms and ArchitectureDNA and Biological Computing

Cited by 26

Can small quantum systems learn

Wiebe, N., & Grandade, C. (2017) · Quantum Information and Computation

Quantum Computing Algorithms and ArchitectureQuantum Information and Cryptography

Cited by 26

Quantum deep learning

Wiebe, N., Kapoor, A., & Svore, K. M. (2014) · arXiv

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 5