Giuseppe Carleo
Giuseppe Carleo
Assistant Professor of Computational Quantum Science - EPFL, Lausanne, Switzerland
Verified email at epfl.ch - Homepage
Title
Cited by
Cited by
Year
Solving the quantum many-body problem with artificial neural networks
G Carleo, M Troyer
Science 355 (6325), 602-606, 2017
11542017
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
5622019
Neural-network quantum state tomography
G Torlai, G Mazzola, J Carrasquilla, M Troyer, R Melko, G Carleo
Nature Physics 14 (5), 447-450, 2018
428*2018
Localization and glassy dynamics of many-body quantum systems
G Carleo, F Becca, M Schiró, M Fabrizio
Scientific Reports 2, 243, 2012
1632012
Neural-network approach to dissipative quantum many-body dynamics
MJ Hartmann, G Carleo
Physical review letters 122 (25), 250502, 2019
1192019
Constructing exact representations of quantum many-body systems with deep neural networks
G Carleo, Y Nomura, M Imada
Nature communications 9 (1), 1-11, 2018
1062018
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
1022018
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
1002014
Quantum natural gradient
J Stokes, J Izaac, N Killoran, G Carleo
Quantum 4, 269, 2020
922020
Quench-Induced Breathing Mode of One-Dimensional Bose Gases
B Fang, G Carleo, A Johnson, I Bouchoule
Physical Review Letters 113 (3), 035301, 2014
802014
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
792017
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
782020
Protected quasilocality in quantum systems with long-range interactions
L Cevolani, G Carleo, L Sanchez-Palencia
Physical Review A 92 (4), 041603, 2015
682015
Two-dimensional frustrated model studied with neural network quantum states
K Choo, T Neupert, G Carleo
Physical Review B 100 (12), 125124, 2019
672019
Restricted Boltzmann machines in quantum physics
RG Melko, G Carleo, J Carrasquilla, JI Cirac
Nature Physics 15 (9), 887-892, 2019
672019
Fermionic neural-network states for ab-initio electronic structure
K Choo, A Mezzacapo, G Carleo
Nature communications 11 (1), 1-7, 2020
582020
Mott transition for strongly interacting one-dimensional bosons in a shallow periodic potential
G Boéris, L Gori, MD Hoogerland, A Kumar, E Lucioni, L Tanzi, M Inguscio, ...
Physical Review A 93 (1), 011601, 2016
562016
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
452019
Spreading of correlations in exactly solvable quantum models with long-range interactions in arbitrary dimensions
L Cevolani, G Carleo, L Sanchez-Palencia
New Journal of Physics 18 (9), 093002, 2016
442016
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
422021
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