Roger G. Melko
Roger G. Melko
Professor and CRC, University of Waterloo; Associate Faculty, Perimeter Institute
Adresse e-mail validée de uwaterloo.ca - Page d'accueil
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Machine learning phases of matter
J Carrasquilla, RG Melko
Nature Physics 13 (5), 431-434, 2017
6452017
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
3342001
Measuring Renyi entanglement entropy in quantum Monte Carlo simulations
MB Hastings, I González, AB Kallin, RG Melko
Physical review letters 104 (15), 157201, 2010
3322010
Neural-network quantum state tomography
G Torlai, G Mazzola, J Carrasquilla, M Troyer, R Melko, G Carleo
Nature Physics 14 (5), 447-450, 2018
277*2018
Long-Range Order at Low Temperatures in Dipolar Spin Ice
RG Melko, BC den Hertog, MJP Gingras
Physical Review Letters 87 (06), 2003
2722003
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
2592005
Machine learning phases of strongly correlated fermions
K Ch’Ng, J Carrasquilla, RG Melko, E Khatami
Physical Review X 7 (3), 031038, 2017
2242017
Topological entanglement entropy of a Bose–Hubbard spin liquid
SV Isakov, MB Hastings, RG Melko
Nature Physics 7 (10), 772-775, 2011
2232011
Monte Carlo studies of the dipolar spin ice model
RG Melko, MJP Gingras
Journal of Physics: Condensed Matter 16 (43), R1277, 2004
2172004
Quantum boltzmann machine
MH Amin, E Andriyash, J Rolfe, B Kulchytskyy, R Melko
Physical Review X 8 (2), 021050, 2018
2102018
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
2052017
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
2002002
Scaling in the fan of an unconventional quantum critical point
RG Melko, RK Kaul
Physical review letters 100 (1), 017203, 2008
1842008
Learning thermodynamics with Boltzmann machines
G Torlai, RG Melko
Physical Review B 94 (16), 165134, 2016
1632016
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
1232014
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
1072006
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
1042011
Neural decoder for topological codes
G Torlai, RG Melko
Physical review letters 119 (3), 030501, 2017
1022017
Bridging lattice-scale physics and continuum field theory with quantum Monte Carlo simulations
RK Kaul, RG Melko, AW Sandvik
Annu. Rev. Condens. Matter Phys. 4 (1), 179-215, 2013
942013
Finite-size scaling of mutual information in Monte Carlo simulations: Application to the spin-1 2 X X Z model
RG Melko, AB Kallin, MB Hastings
Physical Review B 82 (10), 100409, 2010
892010
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