Roger Melko
Roger Melko
Professor and CRC, University of Waterloo; Associate Faculty, Perimeter Institute
Verified email at uwaterloo.ca - Homepage
TitleCited byYear
Machine learning phases of matter
J Carrasquilla, RG Melko
Nature Physics 13 (5), 431, 2017
4722017
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
3242001
Measuring Renyi entanglement entropy in quantum Monte Carlo simulations
MB Hastings, I González, AB Kallin, RG Melko
Physical review letters 104 (15), 157201, 2010
3132010
Long-Range Order at Low Temperatures in Dipolar Spin Ice
RG Melko, BC den Hertog, MJP Gingras
Physical Review Letters 87 (06), 2003
2552003
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
2522005
Topological entanglement entropy of a Bose–Hubbard spin liquid
SV Isakov, MB Hastings, RG Melko
Nature Physics 7 (10), 772, 2011
2102011
Monte Carlo studies of the dipolar spin ice model
RG Melko, MJP Gingras
Journal of Physics: Condensed Matter 16 (43), R1277, 2004
2082004
Neural-network quantum state tomography
G Torlai, G Mazzola, J Carrasquilla, M Troyer, R Melko, G Carleo
Nature Physics 14 (5), 447, 2018
200*2018
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
1912002
Machine learning phases of strongly correlated fermions
K Ch’Ng, J Carrasquilla, RG Melko, E Khatami
Physical Review X 7 (3), 031038, 2017
1672017
Scaling in the fan of an unconventional quantum critical point
RG Melko, RK Kaul
Physical review letters 100 (1), 017203, 2008
1672008
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
1602017
Quantum boltzmann machine
MH Amin, E Andriyash, J Rolfe, B Kulchytskyy, R Melko
Physical Review X 8 (2), 021050, 2018
1372018
Learning thermodynamics with Boltzmann machines
G Torlai, RG Melko
Physical Review B 94 (16), 165134, 2016
1372016
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
1182014
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
1062006
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
942011
Neural decoder for topological codes
G Torlai, RG Melko
Physical review letters 119 (3), 030501, 2017
872017
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
852010
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
802013
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Articles 1–20