متابعة
Giacomo Torlai
Giacomo Torlai
AWS Center for Quantum Computing
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عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Neural-network quantum state tomography‏
G Torlai, G Mazzola, J Carrasquilla, M Troyer, R Melko, G Carleo‏
Nature Physics 14 (5), 447, 2018‏
10102018
Reconstructing quantum states with generative models‏
J Carrasquilla, G Torlai, RG Melko, L Aolita‏
Nature Machine Intelligence 1 (3), 155-161, 2019‏
3722019
Learning thermodynamics with Boltzmann machines‏
G Torlai, RG Melko‏
Physical Review B 94 (16), 165134, 2016‏
3102016
Provably efficient machine learning for quantum many-body problems‏
HY Huang, R Kueng, G Torlai, VV Albert, J Preskill‏
Science 377 (6613), eabk3333, 2022‏
2922022
Neural decoder for topological codes‏
G Torlai, RG Melko‏
Physical review letters 119 (3), 030501, 2017‏
2332017
Latent space purification via neural density operators‏
G Torlai, RG Melko‏
Physical review letters 120 (24), 240503, 2018‏
1652018
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
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
1462019
Machine-Learning Quantum States in the NISQ Era‏
G Torlai, RG Melko‏
Annual Review of Condensed Matter Physics 11, 325-344, 2020‏
1232020
Quantum process tomography with unsupervised learning and tensor networks‏
G Torlai, CJ Wood, A Acharya, G Carleo, J Carrasquilla, L Aolita‏
Nature Communications 14 (1), 2858, 2023‏
1112023
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
How to use neural networks to investigate quantum many-body physics‏
J Carrasquilla, G Torlai‏
PRX Quantum 2 (4), 040201, 2021‏
81*2021
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
572014
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
522019
Demonstrating a long-coherence dual-rail erasure qubit using tunable transmons‏
H Levine, A Haim, JSC Hung, N Alidoust, M Kalaee, L DeLorenzo, ...‏
Physical Review X 14 (1), 011051, 2024‏
492024
QuCumber: wavefunction reconstruction with neural networks‏
MJS Beach, IJS De Vlugt, A Golubeva, P Huembeli, B Kulchytskyy, X Luo, ...‏
SciPost Physics 7 (1), 009, 2019‏
452019
Wave-function positivization via automatic differentiation‏
G Torlai, J Carrasquilla, MT Fishman, RG Melko, MPA Fisher‏
Physical Review Research 2 (3), 032060, 2020‏
442020
Simulating a measurement-induced phase transition for trapped-ion circuits‏
S Czischek, G Torlai, S Ray, R Islam, RG Melko‏
Physical Review A 104 (6), 062405, 2021‏
322021
Hardware-efficient quantum error correction using concatenated bosonic qubits‏
H Putterman, K Noh, CT Hann, GS MacCabe, S Aghaeimeibodi, RN Patel, ...‏
arXiv preprint arXiv:2409.13025, 2024‏
152024
Violation of Bell's inequalities with preamplified homodyne detection‏
G Torlai, G McKeown, P Marek, R Filip, H Jeong, M Paternostro, ...‏
Physical Review A—Atomic, Molecular, and Optical Physics 87 (5), 052112, 2013‏
132013
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مقالات 1–20