دنبال کردن
Juan Felipe Carrasquilla Álvarez
Juan Felipe Carrasquilla Álvarez
ETH Zürich
ایمیل تأیید شده در ethz.ch
عنوان
نقل شده توسط
نقل شده توسط
سال
Machine learning phases of matter‏
J Carrasquilla, RG Melko‏
Nature Physics 13 (5), 431, 2017‏
16902017
Neural-network quantum state tomography‏
G Torlai, G Mazzola, J Carrasquilla, M Troyer, R Melko, G Carleo‏
Nature physics 14 (5), 447-450, 2018‏
10022018
Machine learning phases of strongly correlated fermions‏
K Ch’Ng, J Carrasquilla, RG Melko, E Khatami‏
Physical Review X 7 (3), 031038, 2017‏
4342017
Machine learning quantum phases of matter beyond the fermion sign problem‏
P Broecker, J Carrasquilla, RG Melko, S Trebst‏
Scientific reports 7 (1), 8823, 2017‏
3872017
Observation of topological phenomena in a programmable lattice of 1,800 qubits‏
AD King, J Carrasquilla, J Raymond, I Ozfidan, E Andriyash, A Berkley, ...‏
Nature 560 (7719), 456-460, 2018‏
3712018
Reconstructing quantum states with generative models‏
J Carrasquilla, G Torlai, RG Melko, L Aolita‏
Nature Machine Intelligence 1 (3), 155-161, 2019‏
3662019
Machine learning for quantum matter‏
J Carrasquilla‏
Advances in Physics: X 5 (1), 1797528, 2020‏
2772020
Recurrent neural network wave functions‏
M Hibat-Allah, M Ganahl, LE Hayward, RG Melko, J Carrasquilla‏
Physical Review Research 2 (2), 023358, 2020‏
2762020
Exploring entanglement and optimization within the hamiltonian variational ansatz‏
R Wiersema, C Zhou, Y de Sereville, JF Carrasquilla, YB Kim, H Yuen‏
PRX quantum 1 (2), 020319, 2020‏
2352020
Restricted Boltzmann machines in quantum physics‏
RG Melko, G Carleo, J Carrasquilla, JI Cirac‏
Nature Physics 15 (9), 887-892, 2019‏
2332019
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
Scaling of the gap, fidelity susceptibility, and Bloch oscillations across the superfluid-to-Mott-insulator transition in the one-dimensional Bose-Hubbard model‏
J Carrasquilla, SR Manmana, M Rigol‏
Physical Review A—Atomic, Molecular, and Optical Physics 87 (4), 043606, 2013‏
1022013
Neural Gutzwiller-projected variational wave functions‏
F Ferrari, F Becca, J Carrasquilla‏
Physical Review B 100 (12), 125131, 2019‏
902019
Autoregressive neural network for simulating open quantum systems via a probabilistic formulation‏
D Luo, Z Chen, J Carrasquilla, BK Clark‏
Physical review letters 128 (9), 090501, 2022‏
892022
Attention-based quantum tomography‏
P Cha, P Ginsparg, F Wu, J Carrasquilla, PL McMahon, EA Kim‏
Machine Learning: Science and Technology 3 (1), 01LT01, 2021‏
842021
Variational neural annealing‏
M Hibat-Allah, EM Inack, R Wiersema, RG Melko, J Carrasquilla‏
Nature Machine Intelligence 3 (11), 952-961, 2021‏
842021
Phase diagram of the half-filled one-dimensional -- model‏
T Mishra, J Carrasquilla, M Rigol‏
Physical Review B—Condensed Matter and Materials Physics 84 (11), 115135, 2011‏
842011
How to use neural networks to investigate quantum many-body physics‏
J Carrasquilla, G Torlai‏
PRX Quantum 2 (4), 040201, 2021‏
80*2021
Modern applications of machine learning in quantum sciences‏
A Dawid, J Arnold, B Requena, A Gresch, M Płodzień, K Donatella, ...‏
arXiv preprint arXiv:2204.04198, 2022‏
782022
Spectral tensor networks for many-body localization‏
A Chandran, J Carrasquilla, IH Kim, DA Abanin, G Vidal‏
Physical Review B 92 (2), 024201, 2015‏
692015
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20