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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
11622017
Neural-network quantum state tomography
G Torlai, G Mazzola, J Carrasquilla, M Troyer, R Melko, G Carleo
Nature Physics 14 (5), 447-450, 2018
5932018
Quantum boltzmann machine
MH Amin, E Andriyash, J Rolfe, B Kulchytskyy, R Melko
Physical Review X 8 (2), 021050, 2018
4182018
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
3932001
Measuring Renyi entanglement entropy in quantum Monte Carlo simulations
MB Hastings, I González, AB Kallin, RG Melko
Physical review letters 104 (15), 157201, 2010
3822010
Machine learning phases of strongly correlated fermions
K Ch’Ng, J Carrasquilla, RG Melko, E Khatami
Physical Review X 7 (3), 031038, 2017
3462017
Long-Range Order at Low Temperatures in Dipolar Spin Ice
RG Melko, BC den Hertog, MJP Gingras
Physical Review Letters 87 (06), 2003
3142003
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
3092017
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
2802005
Topological entanglement entropy of a Bose–Hubbard spin liquid
SV Isakov, MB Hastings, RG Melko
Nature Physics 7 (10), 772-775, 2011
2572011
Learning thermodynamics with Boltzmann machines
G Torlai, RG Melko
Physical Review B 94 (16), 165134, 2016
2492016
Monte Carlo studies of the dipolar spin ice model
RG Melko, MJP Gingras
Journal of Physics: Condensed Matter 16 (43), R1277, 2004
2492004
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
2322002
Scaling in the fan of an unconventional quantum critical point
RG Melko, RK Kaul
Physical review letters 100 (1), 017203, 2008
2152008
Reconstructing quantum states with generative models
J Carrasquilla, G Torlai, RG Melko, L Aolita
Nature Machine Intelligence 1 (3), 155-161, 2019
1912019
Neural decoder for topological codes
G Torlai, RG Melko
Physical review letters 119 (3), 030501, 2017
1612017
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
1522006
Machine learning vortices at the Kosterlitz-Thouless transition
MJS Beach, A Golubeva, RG Melko
Physical Review B 97 (4), 045207, 2018
1392018
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
1382014
Kernel methods for interpretable machine learning of order parameters
P Ponte, RG Melko
Physical Review B 96 (20), 205146, 2017
1222017
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