Giuseppe Carleo
Giuseppe Carleo
Center for Computational Quantum Physics, Flatiron Institute, New York, USA
Verified email at - Homepage
TitleCited byYear
Solving the quantum many-body problem with artificial neural networks
G Carleo, M Troyer
Science 355 (6325), 602-606, 2017
Neural-network quantum state tomography
G Torlai, G Mazzola, J Carrasquilla, M Troyer, R Melko, G Carleo
Nature Physics 14 (5), 447-450, 2018
Localization and glassy dynamics of many-body quantum systems
G Carleo, F Becca, M Schiró, M Fabrizio
Scientific Reports 2, 243, 2012
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
Quench-Induced Breathing Mode of One-Dimensional Bose Gases
B Fang, G Carleo, A Johnson, I Bouchoule
Physical Review Letters 113 (3), 035301, 2014
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
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
Protected quasilocality in quantum systems with long-range interactions
L Cevolani, G Carleo, L Sanchez-Palencia
Physical Review A 92 (4), 041603, 2015
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
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
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
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
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
Itinerant ferromagnetic phase of the Hubbard model
G Carleo, S Moroni, F Becca, S Baroni
Physical Review B 83 (6), 060411, 2011
Bose-Einstein condensation in quantum glasses
G Carleo, M Tarzia, F Zamponi
Physical Review Letters 103 (21), 215302, 2009
Neural-network approach to dissipative quantum many-body dynamics
MJ Hartmann, G Carleo
Physical review letters 122 (25), 250502, 2019
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
Learning hard quantum distributions with variational autoencoders
A Rocchetto, E Grant, S Strelchuk, G Carleo, S Severini
npj Quantum Information 4 (1), 1-7, 2018
Two-dimensional frustrated model studied with neural network quantum states
K Choo, T Neupert, G Carleo
Physical Review B 100 (12), 125124, 2019
Reptation quantum Monte Carlo algorithm for lattice Hamiltonians with a directed-update scheme
G Carleo, F Becca, S Moroni, S Baroni
Physical Review E 82 (4), 046710, 2010
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