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
10032017
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
3832019
Neural-network quantum state tomography
G Torlai, G Mazzola, J Carrasquilla, M Troyer, R Melko, G Carleo
Nature Physics 14 (5), 447-450, 2018
360*2018
Localization and glassy dynamics of many-body quantum systems
G Carleo, F Becca, M Schiró, M Fabrizio
Scientific Reports 2, 243, 2012
1502012
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
962014
Neural-network approach to dissipative quantum many-body dynamics
MJ Hartmann, G Carleo
Physical review letters 122 (25), 250502, 2019
932019
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
922018
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
812018
Quench-Induced Breathing Mode of One-Dimensional Bose Gases
B Fang, G Carleo, A Johnson, I Bouchoule
Physical Review Letters 113 (3), 035301, 2014
792014
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
752017
Protected quasilocality in quantum systems with long-range interactions
L Cevolani, G Carleo, L Sanchez-Palencia
Physical Review A 92 (4), 041603, 2015
632015
Quantum natural gradient
J Stokes, J Izaac, N Killoran, G Carleo
Quantum 4, 269, 2020
572020
Two-dimensional frustrated model studied with neural network quantum states
K Choo, T Neupert, G Carleo
Physical Review B 100 (12), 125124, 2019
572019
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
552020
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
552016
Restricted Boltzmann machines in quantum physics
RG Melko, G Carleo, J Carrasquilla, JI Cirac
Nature Physics 15 (9), 887-892, 2019
492019
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
Fermionic neural-network states for ab-initio electronic structure
K Choo, A Mezzacapo, G Carleo
Nature communications 11 (1), 1-7, 2020
412020
Universal scaling laws for correlation spreading in quantum systems with short-and long-range interactions
L Cevolani, J Despres, G Carleo, L Tagliacozzo, L Sanchez-Palencia
Physical Review B 98 (2), 024302, 2018
382018
Universal Superfluid Transition and Transport Properties of Two-Dimensional Dirty Bosons
G Carleo, G Boéris, M Holzmann, L Sanchez-Palencia
Physical Review Letters 111 (5), 050406, 2013
382013
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