Solving the quantum many-body problem with artificial neural networks G Carleo, M Troyer Science 355 (6325), 602-606, 2017 | 2309 | 2017 |
Machine learning and the physical sciences G Carleo, I Cirac, K Cranmer, L Daudet, M Schuld, N Tishby, ... Reviews of Modern Physics 91 (4), 045002, 2019 | 2213 | 2019 |
Neural-network quantum state tomography G Torlai, G Mazzola, J Carrasquilla, M Troyer, R Melko, G Carleo Nature physics 14 (5), 447-450, 2018 | 906 | 2018 |
Quantum simulators: Architectures and opportunities E Altman, KR Brown, G Carleo, LD Carr, E Demler, C Chin, B DeMarco, ... PRX quantum 2 (1), 017003, 2021 | 492 | 2021 |
Quantum natural gradient J Stokes, J Izaac, N Killoran, G Carleo Quantum 4, 269, 2020 | 427 | 2020 |
Neural-network approach to dissipative quantum many-body dynamics MJ Hartmann, G Carleo Physical review letters 122 (25), 250502, 2019 | 286 | 2019 |
Symmetries and many-body excitations with neural-network quantum states K Choo, G Carleo, N Regnault, T Neupert Physical review letters 121 (16), 167204, 2018 | 256 | 2018 |
Deep autoregressive models for the efficient variational simulation of many-body quantum systems O Sharir, Y Levine, N Wies, G Carleo, A Shashua Physical review letters 124 (2), 020503, 2020 | 243 | 2020 |
Localization and glassy dynamics of many-body quantum systems G Carleo, F Becca, M Schiró, M Fabrizio Scientific Reports 2, 243, 2012 | 237 | 2012 |
Fermionic neural-network states for ab-initio electronic structure K Choo, A Mezzacapo, G Carleo Nature communications 11 (1), 2368, 2020 | 226 | 2020 |
Two-dimensional frustrated model studied with neural network quantum states K Choo, T Neupert, G Carleo Physical Review B 100 (12), 125124, 2019 | 221 | 2019 |
Restricted Boltzmann machines in quantum physics RG Melko, G Carleo, J Carrasquilla, JI Cirac Nature Physics 15 (9), 887-892, 2019 | 209 | 2019 |
Constructing exact representations of quantum many-body systems with deep neural networks G Carleo, Y Nomura, M Imada Nature communications 9 (1), 5322, 2018 | 207 | 2018 |
Light-cone effect and supersonic correlations in one- and two-dimensional bosonic superfluids G Carleo, F Becca, L Sanchez-Palencia, S Sorella, M Fabrizio Physical Review A 89 (3), 031602(R), 2014 | 137 | 2014 |
NetKet: A machine learning toolkit for many-body quantum systems G Carleo, K Choo, D Hofmann, JET Smith, T Westerhout, F Alet, EJ Davis, ... SoftwareX 10, 100311, 2019 | 132 | 2019 |
Nonstoquastic Hamiltonians and quantum annealing of an Ising spin glass L Hormozi, EW Brown, G Carleo, M Troyer Physical review B 95 (18), 184416, 2017 | 112 | 2017 |
An efficient quantum algorithm for the time evolution of parameterized circuits S Barison, F Vicentini, G Carleo Quantum 5, 512, 2021 | 109 | 2021 |
Quench-Induced Breathing Mode of One-Dimensional Bose Gases B Fang, G Carleo, A Johnson, I Bouchoule Physical Review Letters 113 (3), 035301, 2014 | 101 | 2014 |
Simultaneous perturbation stochastic approximation of the quantum fisher information J Gacon, C Zoufal, G Carleo, S Woerner Quantum 5, 567, 2021 | 99 | 2021 |
NetKet 3: Machine learning toolbox for many-body quantum systems F Vicentini, D Hofmann, A Szabó, D Wu, C Roth, C Giuliani, G Pescia, ... SciPost Physics Codebases, 007, 2022 | 95 | 2022 |