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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
14922017
Neural-network quantum state tomography
G Torlai, G Mazzola, J Carrasquilla, M Troyer, R Melko, G Carleo
Nature Physics 14 (5), 447-450, 2018
8422018
Quantum boltzmann machine
MH Amin, E Andriyash, J Rolfe, B Kulchytskyy, R Melko
Physical Review X 8 (2), 021050, 2018
5932018
Measuring Renyi entanglement entropy in quantum Monte Carlo simulations
MB Hastings, I González, AB Kallin, RG Melko
Physical review letters 104 (15), 157201, 2010
4282010
Machine learning phases of strongly correlated fermions
K Ch’Ng, J Carrasquilla, RG Melko, E Khatami
Physical Review X 7 (3), 031038, 2017
4132017
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
4112001
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
3712017
Long-Range Order at Low Temperatures in Dipolar Spin Ice
RG Melko, BC den Hertog, MJP Gingras
Physical Review Letters 87 (06), 2003
3382003
Learning thermodynamics with Boltzmann machines
G Torlai, RG Melko
Physical Review B 94 (16), 165134, 2016
2912016
Reconstructing quantum states with generative models
J Carrasquilla, G Torlai, RG Melko, L Aolita
Nature Machine Intelligence 1 (3), 155-161, 2019
2892019
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
2892005
Topological entanglement entropy of a Bose–Hubbard spin liquid
SV Isakov, MB Hastings, RG Melko
Nature Physics 7 (10), 772-775, 2011
2822011
Monte Carlo studies of the dipolar spin ice model
RG Melko, MJP Gingras
Journal of Physics: Condensed Matter 16 (43), R1277, 2004
2672004
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
2422002
Scaling in the fan of an unconventional quantum critical point
RG Melko, RK Kaul
Physical review letters 100 (1), 017203, 2008
2402008
Recurrent neural network wave functions
M Hibat-Allah, M Ganahl, LE Hayward, RG Melko, J Carrasquilla
Physical Review Research 2 (2), 023358, 2020
2022020
Neural decoder for topological codes
G Torlai, RG Melko
Physical review letters 119 (3), 030501, 2017
1992017
Restricted Boltzmann machines in quantum physics
RG Melko, G Carleo, J Carrasquilla, JI Cirac
Nature Physics 15 (9), 887-892, 2019
1912019
Machine learning vortices at the Kosterlitz-Thouless transition
MJS Beach, A Golubeva, RG Melko
Physical Review B 97 (4), 045207, 2018
1802018
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
1672006
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