دنبال کردن
Giuseppe Carleo
Giuseppe Carleo
Associate Professor of Physics - EPFL, Lausanne, Switzerland
ایمیل تأیید شده در epfl.ch - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
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
25722019
Solving the quantum many-body problem with artificial neural networks‏
G Carleo, M Troyer‏
Science 355 (6325), 602-606, 2017‏
25442017
Neural-network quantum state tomography‏
G Torlai, G Mazzola, J Carrasquilla, M Troyer, R Melko, G Carleo‏
Nature physics 14 (5), 447-450, 2018‏
10032018
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
5952021
Quantum natural gradient‏
J Stokes, J Izaac, N Killoran, G Carleo‏
Quantum 4, 269, 2020‏
5062020
Neural-network approach to dissipative quantum many-body dynamics‏
MJ Hartmann, G Carleo‏
Physical review letters 122 (25), 250502, 2019‏
3082019
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
2752018
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
2712020
Fermionic neural-network states for ab-initio electronic structure‏
K Choo, A Mezzacapo, G Carleo‏
Nature communications 11 (1), 2368, 2020‏
2602020
Localization and glassy dynamics of many-body quantum systems‏
G Carleo, F Becca, M Schiró, M Fabrizio‏
Scientific Reports 2, 243, 2012‏
2472012
Two-dimensional frustrated model studied with neural network quantum states‏
K Choo, T Neupert, G Carleo‏
Physical Review B 100 (12), 125124, 2019‏
2412019
Restricted Boltzmann machines in quantum physics‏
RG Melko, G Carleo, J Carrasquilla, JI Cirac‏
Nature Physics 15 (9), 887-892, 2019‏
2332019
Constructing exact representations of quantum many-body systems with deep neural networks‏
G Carleo, Y Nomura, M Imada‏
Nature communications 9 (1), 5322, 2018‏
2232018
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
1502019
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
1442014
An efficient quantum algorithm for the time evolution of parameterized circuits‏
S Barison, F Vicentini, G Carleo‏
Quantum 5, 512, 2021‏
1332021
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
1192017
NetKet 3: Machine learning toolbox for many-body quantum systems‏
F Vicentini, D Hofmann, A Szabó, D Wu, C Roth, C Giuliani, G Pescia, ...‏
SciPost Physics Codebases, 007, 2022‏
1162022
Simultaneous perturbation stochastic approximation of the quantum fisher information‏
J Gacon, C Zoufal, G Carleo, S Woerner‏
Quantum 5, 567, 2021‏
1162021
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
1102023
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20