Theo dõi
Roger G. Melko
Roger G. Melko
Faculty, University of Waterloo & Perimeter Institute; Affiliate, Vector Institute
Email được xác minh tại uwaterloo.ca - Trang chủ
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
Năm
Machine learning phases of matter
J Carrasquilla, RG Melko
Nature Physics 13 (5), 431-434, 2017
16822017
Neural-network quantum state tomography
G Torlai, G Mazzola, J Carrasquilla, M Troyer, R Melko, G Carleo
Nature physics 14 (5), 447-450, 2018
9942018
Quantum boltzmann machine
MH Amin, E Andriyash, J Rolfe, B Kulchytskyy, R Melko
Physical Review X 8 (2), 021050, 2018
7302018
Measuring Renyi entanglement entropy in quantum Monte Carlo simulations
MB Hastings, I González, AB Kallin, RG Melko
Physical review letters 104 (15), 157201, 2010
4812010
Spin Correlations in Ho Ti O : a Dipolar Spin Ice System
ST Bramwell, MJ Harris, BC Hertog, MJP Gingras, JS Gardner, ...
Arxiv preprint cond-mat/0101114, 2001
4382001
Machine learning phases of strongly correlated fermions
K Ch’Ng, J Carrasquilla, RG Melko, E Khatami
Physical Review X 7 (3), 031038, 2017
4312017
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
3842017
Reconstructing quantum states with generative models
J Carrasquilla, G Torlai, RG Melko, L Aolita
Nature Machine Intelligence 1 (3), 155-161, 2019
3662019
Long-Range Order at Low Temperatures in Dipolar Spin Ice
RG Melko, BC den Hertog, MJP Gingras
Physical Review Letters 87 (06), 2003
3482003
Supersolid order from disorder: Hard-core bosons on the triangular lattice
RG Melko, A Paramekanti, AA Burkov, A Vishwanath, DN Sheng, ...
Physical review letters 95 (12), 127207, 2005
3122005
Learning thermodynamics with Boltzmann machines
G Torlai, RG Melko
Physical Review B 94 (16), 165134, 2016
3092016
Topological entanglement entropy of a Bose–Hubbard spin liquid
SV Isakov, MB Hastings, RG Melko
Nature Physics 7 (10), 772-775, 2011
2982011
Monte Carlo studies of the dipolar spin ice model
RG Melko, MJP Gingras
Journal of Physics: Condensed Matter 16 (43), R1277, 2004
2932004
Recurrent neural network wave functions
M Hibat-Allah, M Ganahl, LE Hayward, RG Melko, J Carrasquilla
Physical Review Research 2 (2), 023358, 2020
2812020
Magnetic anisotropy of the spin-ice compound Dy 2 Ti 2 O 7
H Fukazawa, RG Melko, R Higashinaka, Y Maeno, MJP Gingras
Physical Review B 65 (5), 054410, 2002
2562002
Scaling in the fan of an unconventional quantum critical point
RG Melko, RK Kaul
Physical review letters 100 (1), 017203, 2008
2492008
Restricted Boltzmann machines in quantum physics
RG Melko, G Carleo, J Carrasquilla, JI Cirac
Nature Physics 15 (9), 887-892, 2019
2332019
Neural decoder for topological codes
G Torlai, RG Melko
Physical review letters 119 (3), 030501, 2017
2312017
Commercial applications of quantum computing
F Bova, A Goldfarb, RG Melko
EPJ quantum technology 8 (1), 2, 2021
2272021
Machine learning vortices at the Kosterlitz-Thouless transition
MJS Beach, A Golubeva, RG Melko
Physical Review B 97 (4), 045207, 2018
1922018
Hệ thống không thể thực hiện thao tác ngay bây giờ. Hãy thử lại sau.
Bài viết 1–20