Giacomo Torlai

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Roger G. MelkoFaculty, University of Waterloo & Perimeter Institute; Affiliate, Vector InstituteVerified email at uwaterloo.ca
Juan CarrasquillaVector Institute for Artificial Intelligence. Canada CIFAR AI chairVerified email at vectorinstitute.ai
Giuseppe CarleoAssistant Professor of Computational Quantum Science - EPFL, Lausanne, SwitzerlandVerified email at epfl.ch
Guglielmo MazzolaIBM ZurichVerified email at zurich.ibm.com
Matthias TroyerMicrosoft QuantumVerified email at microsoft.com
Leandro AolitaQuantum Research Centre - Technology Innovation InstituteVerified email at tii.ae
Evert van NieuwenburgNiels Bohr International AcademyVerified email at nbi.ku.dk
Gabriele De ChiaraReader in Quantum Information, Queen's University BelfastVerified email at qub.ac.uk
Manuel EndresCaltechVerified email at caltech.edu
Anna GolubevaUniversity of Waterloo, Perimeter Institute for Theoretical PhysicsVerified email at perimeterinstitute.ca
Bohdan KulchytskyySenior Scientist at 1QBit; Associate researcher at Perimeter InstituteVerified email at uwaterloo.ca
Markus GreinerProfessor of Physics, Harvard UniversityVerified email at physics.harvard.edu
Hannes BernienAssistant Professor, University of ChicagoVerified email at uchicago.edu
Alexander KeeslingGraduate Student, Harvard UniversityVerified email at g.harvard.edu
Ahmed OmranAI Resident, GoogleVerified email at google.com
Harry LevineGraduate Student, Harvard UniversityVerified email at g.harvard.edu
Vladan VuleticProfessor of Physics, MITVerified email at mit.edu
Antonio MezzacapoIBM Quantum - Watson Research CenterVerified email at us.ibm.com
Luca TagliacozzoRyC Fellow, Universidad de BarcelonaVerified email at fqa.ub.edu
Michael S. AlbergoGraduate Student, New York UniversityVerified email at nyu.edu

Giacomo Torlai

AWS Center for Quantum Computing, Pasadena

Verified email at amazon.com

Quantum Computing Machine Learning Tensor Networks Condensed Matter Physics


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Neural-network quantum state tomography G Torlai, G Mazzola, J Carrasquilla, M Troyer, R Melko, G Carleo Nature Physics 14 (5), 447, 2018	383*	2018
Learning thermodynamics with Boltzmann machines G Torlai, RG Melko Physical Review B 94 (16), 165134, 2016	193	2016
Neural decoder for topological codes G Torlai, RG Melko Physical review letters 119 (3), 030501, 2017	123	2017
Reconstructing quantum states with generative models J Carrasquilla, G Torlai, RG Melko, L Aolita Nature Machine Intelligence 1 (3), 155-161, 2019	101	2019
Latent space purification via neural density operators G Torlai, RG Melko Physical review letters 120 (24), 240503, 2018	71	2018
Integrating neural networks with a quantum simulator for state reconstruction G Torlai, B Timar, EPL van Nieuwenburg, H Levine, A Omran, A Keesling, ... Physical review letters 123 (23), 230504, 2019	52	2019
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	39	2019
Dynamics of the entanglement spectrum in spin chains G Torlai, L Tagliacozzo, G De Chiara Journal of Statistical Mechanics: Theory and Experiment 2014 (06), P06001, 2014	37	2014
Machine-Learning Quantum States in the NISQ Era G Torlai, RG Melko Annual Review of Condensed Matter Physics 11, 325-344, 2020	28*	2020
Learnability scaling of quantum states: restricted Boltzmann machines D Sehayek, A Golubeva, MS Albergo, B Kulchytskyy, G Torlai, RG Melko Physical Review B 100 (19), 195125, 2019	21	2019
Precise measurement of quantum observables with neural-network estimators G Torlai, G Mazzola, G Carleo, A Mezzacapo Physical Review Research 2 (2), 022060, 2020	16	2020
Wave-function positivization via automatic differentiation G Torlai, J Carrasquilla, MT Fishman, RG Melko, MPA Fisher Physical Review Research 2 (3), 032060, 2020	12	2020
Violation of Bell's inequalities with preamplified homodyne detection G Torlai, G McKeown, P Marek, R Filip, H Jeong, M Paternostro, ... Physical Review A 87 (5), 052112, 2013	11	2013
QuCumber: wavefunction reconstruction with neural networks MJS Beach, I De Vlugt, A Golubeva, P Huembeli, B Kulchytskyy, X Luo, ... SciPost Phys. 7, 009, 2019	10	2019
Quantum process tomography with unsupervised learning and tensor networks G Torlai, CJ Wood, A Acharya, G Carleo, J Carrasquilla, L Aolita arXiv preprint arXiv:2006.02424, 2020	6	2020
Quantum robustness and phase transitions of the 3D toric code in a field DA Reiss, KP Schmidt SciPost physics 6, 2019	5	2019
Schmidt gap in random spin chains G Torlai, KD McAlpine, G De Chiara Physical Review B 98 (8), 085153, 2018	4	2018
Augmenting quantum mechanics with artificial intelligence G Torlai University of Waterloo, 2018	3	2018
Neural-Network Quantum States G Carleo, M Troyer, G Torlai, R Melko, J Carrasquilla, G Mazzola Bulletin of the American Physical Society 63, 2018	2	2018
Nicholas Metropolis Award for Outstanding Doctoral Thesis Work in Computational Physics (2020) G Torlai Bulletin of the American Physical Society, 2021		2021

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