Giuseppe Carleo

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	All	Since 2016
Citations	3181	2997
h-index	24	22
i10-index	32	29

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Co-authors

Matthias TroyerMicrosoft QuantumVerified email at microsoft.com
Laurent Sanchez-PalenciaCNRS Research Director and Prof CC at Ecole PolytechniqueVerified email at cpht.polytechnique.fr
Giacomo TorlaiAWS Center for Quantum Computing, PasadenaVerified email at amazon.com
Guglielmo MazzolaIBM ZurichVerified email at zurich.ibm.com
Juan CarrasquillaVector Institute for Artificial Intelligence. Canada CIFAR AI chairVerified email at vectorinstitute.ai
Kenny Jing Hui ChooPhD Student, University of ZurichVerified email at uzh.ch
Titus NeupertUniversity of ZurichVerified email at uzh.ch
Federico BeccaUniversity of TriesteVerified email at units.it
Roger G. MelkoFaculty, University of Waterloo & Perimeter Institute; Affiliate, Vector InstituteVerified email at uwaterloo.ca
James StokesFlatiron InstituteVerified email at flatironinstitute.org
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
Maria SchuldSenior researcher 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 ZdeborovaEPFL, SwitzerlandVerified email at epfl.ch
Antonio MezzacapoIBM Quantum, T.J. Watson Research CenterVerified email at us.ibm.com
Isabelle Bouchoulelaboratoire Charle FabryVerified email at institutoptique.fr
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

Giuseppe Carleo

Assistant Professor of Computational Quantum Science - EPFL, Lausanne, Switzerland

Verified email at epfl.ch - 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	1003	2017
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	383	2019
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	150	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	96	2014
Neural-network approach to dissipative quantum many-body dynamics MJ Hartmann, G Carleo Physical review letters 122 (25), 250502, 2019	93	2019
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	92	2018
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	81	2018
Quench-Induced Breathing Mode of One-Dimensional Bose Gases B Fang, G Carleo, A Johnson, I Bouchoule Physical Review Letters 113 (3), 035301, 2014	79	2014
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	75	2017
Protected quasilocality in quantum systems with long-range interactions L Cevolani, G Carleo, L Sanchez-Palencia Physical Review A 92 (4), 041603, 2015	63	2015
Quantum natural gradient J Stokes, J Izaac, N Killoran, G Carleo Quantum 4, 269, 2020	57	2020
Two-dimensional frustrated model studied with neural network quantum states K Choo, T Neupert, G Carleo Physical Review B 100 (12), 125124, 2019	57	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	55	2020
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	55	2016
Restricted Boltzmann machines in quantum physics RG Melko, G Carleo, J Carrasquilla, JI Cirac Nature Physics 15 (9), 887-892, 2019	49	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	44	2016
Fermionic neural-network states for ab-initio electronic structure K Choo, A Mezzacapo, G Carleo Nature communications 11 (1), 1-7, 2020	41	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	38	2018
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	38	2013

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