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Guglielmo Mazzola
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Neural-network quantum state tomography
G Torlai, G Mazzola, J Carrasquilla, M Troyer, R Melko, G Carleo
Nature Physics 14, 447–450, 2018
10172018
Evidence for supercritical behaviour of high-pressure liquid hydrogen
B Cheng, G Mazzola, CJ Pickard, M Ceriotti
Nature 585 (7824), 217-220, 2020
1682020
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
1532019
A threshold for quantum advantage in derivative pricing
S Chakrabarti, R Krishnakumar, G Mazzola, N Stamatopoulos, S Woerner, ...
Quantum 5, 463, 2021
1492021
Challenges and opportunities in quantum optimization
A Abbas, A Ambainis, B Augustino, A Bärtschi, H Buhrman, C Coffrin, ...
Nature Reviews Physics, 1-18, 2024
145*2024
Understanding Quantum Tunneling through Quantum Monte Carlo Simulations
SV Isakov, G Mazzola, VN Smelyanskiy, Z Jiang, S Boixo, H Neven, ...
Physical Review Letters 117, 180402, 2016
1252016
Phase diagram of hydrogen and a hydrogen-helium mixture at planetary conditions by quantum Monte Carlo simulations
G Mazzola, R Helled, S Sorella
Physical review letters 120 (2), 025701, 2018
1112018
Learning to measure: Adaptive informationally complete generalized measurements for quantum algorithms
G García-Pérez, MAC Rossi, B Sokolov, F Tacchino, PK Barkoutsos, ...
Prx quantum 2 (4), 040342, 2021
992021
Unexpectedly high pressure for molecular dissociation in liquid hydrogen by electronic simulation
G Mazzola, S Yunoki, S Sorella
Nature Communications 5 (3487), 3487, 2014
932014
Precise measurement of quantum observables with neural-network estimators
G Torlai, G Mazzola, G Carleo, A Mezzacapo
Physical Review Research 2 (2), 022060, 2020
912020
Nonadiabatic molecular quantum dynamics with quantum computers
PJ Ollitrault, G Mazzola, I Tavernelli
Physical Review Letters 125 (26), 260511, 2020
902020
Ab-initio molecular dynamics simulation of liquid water by Quantum Monte Carlo
A Zen, Y Luo, G Mazzola, L Guidoni, S Sorella
The Journal of Chemical Physics 142, 144111, 2015
842015
Quantum-enhanced markov chain monte carlo
D Layden, G Mazzola, RV Mishmash, M Motta, P Wocjan, JS Kim, ...
Nature 619 (7969), 282-287, 2023
762023
Toward scalable simulations of lattice gauge theories on quantum computers
SV Mathis, G Mazzola, I Tavernelli
Physical Review D 102 (9), 094501, 2020
742020
Scaling analysis and instantons for thermally assisted tunneling and quantum Monte Carlo simulations
Z Jiang, VN Smelyanskiy, SV Isakov, S Boixo, G Mazzola, M Troyer, ...
Physical Review A 95 (1), 012322, 2017
712017
TurboRVB: A many-body toolkit for ab initio electronic simulations by quantum Monte Carlo
K Nakano, C Attaccalite, M Barborini, L Capriotti, M Casula, E Coccia, ...
The Journal of Chemical Physics 152 (20), 2020
672020
Understanding dense hydrogen at planetary conditions
R Helled, G Mazzola, R Redmer
Nature Reviews Physics 2 (10), 562-574, 2020
662020
Distinct Metallization and Atomization Transitions in Dense Liquid Hydrogen
G Mazzola, S Sorella
Physical Review Letters 114, 105701, 2015
542015
Variational benchmarks for quantum many-body problems
D Wu, R Rossi, F Vicentini, N Astrakhantsev, F Becca, X Cao, ...
Science 386 (6719), 296-301, 2024
532024
Uncertain fate of fair sampling in quantum annealing
MS Könz, G Mazzola, AJ Ochoa, HG Katzgraber, M Troyer
Physical Review A 100 (3), 030303, 2019
522019
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