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Roger G. Melko
Roger G. Melko
Faculty, University of Waterloo & Perimeter Institute; Affiliate, Vector Institute
Verified email at uwaterloo.ca - Homepage
Title
Cited by
Cited by
Year
Machine learning phases of matter
J Carrasquilla, RG Melko
Nature Physics 13 (5), 431-434, 2017
11032017
Neural-network quantum state tomography
G Torlai, G Mazzola, J Carrasquilla, M Troyer, R Melko, G Carleo
Nature Physics 14 (5), 447-450, 2018
5522018
Quantum boltzmann machine
MH Amin, E Andriyash, J Rolfe, B Kulchytskyy, R Melko
Physical Review X 8 (2), 021050, 2018
3902018
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
3862001
Measuring Renyi entanglement entropy in quantum Monte Carlo simulations
MB Hastings, I González, AB Kallin, RG Melko
Physical review letters 104 (15), 157201, 2010
3782010
Machine learning phases of strongly correlated fermions
K Ch’Ng, J Carrasquilla, RG Melko, E Khatami
Physical Review X 7 (3), 031038, 2017
3322017
Long-Range Order at Low Temperatures in Dipolar Spin Ice
RG Melko, BC den Hertog, MJP Gingras
Physical Review Letters 87 (06), 2003
3122003
Machine learning quantum phases of matter beyond the fermion sign problem
P Broecker, J Carrasquilla, RG Melko, S Trebst
Scientific reports 7 (1), 1-10, 2017
2952017
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
2772005
Topological entanglement entropy of a Bose–Hubbard spin liquid
SV Isakov, MB Hastings, RG Melko
Nature Physics 7 (10), 772-775, 2011
2502011
Monte Carlo studies of the dipolar spin ice model
RG Melko, MJP Gingras
Journal of Physics: Condensed Matter 16 (43), R1277, 2004
2462004
Learning thermodynamics with Boltzmann machines
G Torlai, RG Melko
Physical Review B 94 (16), 165134, 2016
2342016
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
2262002
Scaling in the fan of an unconventional quantum critical point
RG Melko, RK Kaul
Physical review letters 100 (1), 017203, 2008
2132008
Reconstructing quantum states with generative models
J Carrasquilla, G Torlai, RG Melko, L Aolita
Nature Machine Intelligence 1 (3), 155-161, 2019
1692019
Neural decoder for topological codes
G Torlai, RG Melko
Physical review letters 119 (3), 030501, 2017
1482017
Hard-core bosons on the kagome lattice: Valence-bond solids and their quantum melting
SV Isakov, S Wessel, RG Melko, K Sengupta, YB Kim
Physical review letters 97 (14), 147202_1-217001_4, 2006
1482006
Angular fluctuations of a multicomponent order describe the pseudogap of YBa2Cu3O6+ x
LE Hayward, DG Hawthorn, RG Melko, S Sachdev
Science 343 (6177), 1336-1339, 2014
1342014
Machine learning vortices at the Kosterlitz-Thouless transition
MJS Beach, A Golubeva, RG Melko
Physical Review B 97 (4), 045207, 2018
1332018
Anomalies in the entanglement properties of the square-lattice Heisenberg model
AB Kallin, MB Hastings, RG Melko, RRP Singh
Physical Review B 84 (16), 165134, 2011
1132011
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