Prati
Giuseppe Carleo
Giuseppe Carleo
Assistant Professor of Computational Quantum Science - EPFL, Lausanne, Switzerland
Potvrđena adresa e-pošte na epfl.ch - Početna stranica
Naslov
Citirano
Citirano
Godina
Solving the quantum many-body problem with artificial neural networks
G Carleo, M Troyer
Science 355 (6325), 602-606, 2017
16912017
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
13622019
Neural-network quantum state tomography
G Torlai, G Mazzola, J Carrasquilla, M Troyer, R Melko, G Carleo
Nature Physics 14 (5), 447-450, 2018
6512018
Quantum natural gradient
J Stokes, J Izaac, N Killoran, G Carleo
Quantum 4, 269, 2020
2622020
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
2312021
Localization and glassy dynamics of many-body quantum systems
G Carleo, F Becca, M Schiró, M Fabrizio
Scientific Reports 2, 243, 2012
2102012
Neural-network approach to dissipative quantum many-body dynamics
MJ Hartmann, G Carleo
Physical review letters 122 (25), 250502, 2019
2002019
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
1602018
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
1542020
Constructing exact representations of quantum many-body systems with deep neural networks
G Carleo, Y Nomura, M Imada
Nature communications 9 (1), 5322, 2018
1532018
Restricted Boltzmann machines in quantum physics
RG Melko, G Carleo, J Carrasquilla, JI Cirac
Nature Physics 15 (9), 887-892, 2019
1372019
Two-dimensional frustrated model studied with neural network quantum states
K Choo, T Neupert, G Carleo
Physical Review B 100 (12), 125124, 2019
1272019
Fermionic neural-network states for ab-initio electronic structure
K Choo, A Mezzacapo, G Carleo
Nature communications 11 (1), 2368, 2020
1232020
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
1202014
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
1042017
Quench-Induced Breathing Mode of One-Dimensional Bose Gases
B Fang, G Carleo, A Johnson, I Bouchoule
Physical Review Letters 113 (3), 035301, 2014
912014
Protected quasilocality in quantum systems with long-range interactions
L Cevolani, G Carleo, L Sanchez-Palencia
Physical Review A 92 (4), 041603, 2015
802015
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
772019
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
672016
Precise measurement of quantum observables with neural-network estimators
G Torlai, G Mazzola, G Carleo, A Mezzacapo
Physical Review Research 2 (2), 022060, 2020
602020
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