Giuseppe Carleo

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Kenny Jing Hui ChooResearch Staff Member, IBMVerified email at zurich.ibm.com
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 ComputingVerified email at amazon.com
Guglielmo MazzolaUniversity of ZurichVerified email at uzh.ch
James StokesUniversity of MichiganVerified email at umich.edu
Titus NeupertUniversity of ZurichVerified email at uzh.ch
Juan Felipe Carrasquilla ÁlvarezVector Institute for Artificial Intelligence. Canada CIFAR AI chairVerified email at vectorinstitute.ai
ignacio ciracMax Planck Institute of Quantum OpticsVerified email at mpq.mpg.de
Filippo VicentiniAssistant Professor in Quantum Physics and AI, Ecole Polytechnique, ParisVerified email at polytechnique.edu
Antonio MezzacapoIBM Quantum - Watson Research CenterVerified email at us.ibm.com
Roger G. MelkoFaculty, University of Waterloo & Perimeter Institute; Affiliate, Vector InstituteVerified email at uwaterloo.ca
Alessandro LovatoArgonne National LaboratoryVerified email at anl.gov
Federico BeccaUniversity of TriesteVerified email at units.it
Michele FabrizioInternational School for Advanced Studies, SISSA, Via Bonomea 265, I-34136, Trieste, ItalyVerified email at sissa.it
Maria SchuldQuantum Machine Learning research lead at XanaduVerified email at xanadu.ai
Kyle CranmerUniversity of Wisconsin-MadisonVerified email at wisc.edu
Laurent DaudetProfessor of physics, Paris Cité University / Co-CEO at LightOnVerified email at espci.fr
Lenka ZdeborovaEPFL, SwitzerlandVerified email at epfl.ch
Javier Robledo MorenoNew York University, Flatiron InstituteVerified email at nyu.edu

Giuseppe Carleo

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

Verified email at epfl.ch - Homepage


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Solving the quantum many-body problem with artificial neural networks G Carleo, M Troyer Science 355 (6325), 602-606, 2017	1826	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	1570	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	713	2018
Quantum natural gradient J Stokes, J Izaac, N Killoran, G Carleo Quantum 4, 269, 2020	301	2020
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	287	2021
Neural-network approach to dissipative quantum many-body dynamics MJ Hartmann, G Carleo Physical review letters 122 (25), 250502, 2019	217	2019
Localization and glassy dynamics of many-body quantum systems G Carleo, F Becca, M Schiró, M Fabrizio Scientific Reports 2, 243, 2012	215	2012
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	177	2018
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	173	2020
Constructing exact representations of quantum many-body systems with deep neural networks G Carleo, Y Nomura, M Imada Nature communications 9 (1), 5322, 2018	164	2018
Restricted Boltzmann machines in quantum physics RG Melko, G Carleo, J Carrasquilla, JI Cirac Nature Physics 15 (9), 887-892, 2019	153	2019
Fermionic neural-network states for ab-initio electronic structure K Choo, A Mezzacapo, G Carleo Nature communications 11 (1), 2368, 2020	147	2020
Two-dimensional frustrated model studied with neural network quantum states K Choo, T Neupert, G Carleo Physical Review B 100 (12), 125124, 2019	145	2019
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	127	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	109	2017
Quench-Induced Breathing Mode of One-Dimensional Bose Gases B Fang, G Carleo, A Johnson, I Bouchoule Physical Review Letters 113 (3), 035301, 2014	97	2014
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	87	2019
Protected quasilocality in quantum systems with long-range interactions L Cevolani, G Carleo, L Sanchez-Palencia Physical Review A 92 (4), 041603, 2015	82	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	68	2016
An efficient quantum algorithm for the time evolution of parameterized circuits S Barison, F Vicentini, G Carleo Quantum 5, 512, 2021	66	2021

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