Giuseppe Carleo - Google Scholar

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	All	Since 2015
Citations	2246	2141
h-index	21	20
i10-index	29	27

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201120122013201420152016201720182019202012 28 20 38 75 77 183 376 714 703

Co-authors

Laurent Sanchez-PalenciaCNRS Research Director and Prof CC at Ecole PolytechniqueVerified email at cpht.polytechnique.fr
Matthias TroyerMicrosoft QuantumVerified email at microsoft.com
Giacomo TorlaiCenter for Computational Quantum Physics, Flatiron Institute, New YorkVerified email at flatironinstitute.org
Guglielmo MazzolaIBM ZurichVerified email at zurich.ibm.com
Juan CarrasquillaVector Institute for Artificial Intelligence. Canada CIFAR AI chairVerified email at vectorinstitute.ai
Federico BeccaUniversity of TriesteVerified email at units.it
Kenny Jing Hui ChooPhD Student, University of ZurichVerified email at uzh.ch
Roger G. MelkoProfessor and CRC, University of Waterloo; Associate Faculty, Perimeter InstituteVerified email at uwaterloo.ca
Titus NeupertUniversity of ZurichVerified email at uzh.ch
Michele FabrizioInternational School for Advanced Studies, SISSA, Via Bonomea 265, I-34136, Trieste, ItalyVerified email at sissa.it
ignacio ciracMax Planck Institute of Quantum OpticsVerified email at mpq.mpg.de
Stefano Baroniprofessor of theoretical condensed-matter physics, SISSA, TriesteVerified email at sissa.it
sandro sorellaSISSA- International School of Advanced Studies DEMOCRITOS Simulation Centre CNR-IOMVerified email at sissa.it
Isabelle Bouchoulelaboratoire Charle FabryVerified email at institutoptique.fr
Maria SchuldResearcher at Xanadu and Part-Time Researcher at the University of KwaZulu-NatalVerified email at ukzn.ac.za
Kyle CranmerNew York UniversityVerified email at nyu.edu
Laurent DaudetProfessor of physics, Paris Diderot University / CTO at LightOn.ioVerified email at espci.fr
Lenka ZdeborovaIPhT, CEA Saclay, FranceVerified email at cea.fr
Marco SchiroCNRS, Jeunes Equipes de l'Institut de Physique, Collège de France and IPhT/CEA, SaclayVerified email at cea.fr
Antonio MezzacapoIBM T.J. Watson Research CenterVerified email at us.ibm.com

Giuseppe Carleo

Center for Computational Quantum Physics, Flatiron Institute, New York, USA

Verified email at flatironinstitute.org - Homepage


Title Sort by citations Sort by year Sort by 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	778	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	267*	2018
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	156	2019
Localization and glassy dynamics of many-body quantum systems G Carleo, F Becca, M Schiró, M Fabrizio Scientific Reports 2, 243, 2012	144	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	84	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	78	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	64	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	63	2017
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	60	2018
Protected quasilocality in quantum systems with long-range interactions L Cevolani, G Carleo, L Sanchez-Palencia Physical Review A 92 (4), 041603, 2015	55	2015
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	49	2016
Neural-network approach to dissipative quantum many-body dynamics MJ Hartmann, G Carleo Physical review letters 122 (25), 250502, 2019	45	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	37	2016
Two-dimensional frustrated model studied with neural network quantum states K Choo, T Neupert, G Carleo Physical Review B 100 (12), 125124, 2019	36	2019
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	36	2013
Restricted Boltzmann machines in quantum physics RG Melko, G Carleo, J Carrasquilla, JI Cirac Nature Physics 15 (9), 887-892, 2019	32	2019
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	29	2020
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	29	2018
Itinerant ferromagnetic phase of the Hubbard model G Carleo, S Moroni, F Becca, S Baroni Physical Review B 83 (6), 060411, 2011	29	2011
Bose-Einstein condensation in quantum glasses G Carleo, M Tarzia, F Zamponi Physical Review Letters 103 (21), 215302, 2009	27	2009

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