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R

Roger G. Melko

university of waterloo

47H-index
270Paper Count
9.8KCitation Count
Published Papers 83
Publication Date
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Autoregressive typical thermal states
errAnnals of Physics
IF3
err2026-01-23
err0
PREAI
errTarun Advaith Kumar; Leon Balents; Timothy H. Hsieh; Roger G. Melko
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Neural network enhanced cross entropy benchmark for monitored circuits
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2025-12-30
err1
PREAI
errHu, Yangrui; Teoh, Yi Hong; Witczak-Krempa, William; Melko, Roger G.
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errSave
The RydbergGPT
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2025-12-30
err0
PREAI
errFitzek, David; Hong Teoh, Yi; Cyrus Fung, H. P.; Dagnew, Gebremedhin A.; Merali, Ejaaz; Schuyler Moss, M.; MacLellan, Benjamin; Melko, Roger G.
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Artificial intelligence for quantum computing
errNature Communications
IF15.7
err2025-12-02
err0
errOAAI
errYuri Alexeev; Marwa H. Farag; Taylor L. Patti; Mark E. Wolf; Natalia Ares; Alán Aspuru-Guzik; Simon C. Benjamin; Zhenyu Cai; Shuxiang Cao; Christopher Chamberland; Zohim Chandani; Federico Fedele; Ikko Hamamura; Nicholas Harrigan; Jin-Sung Kim; Elica Kyoseva; Justin G. Lietz; Tom Lubowe; Alexander McCaskey; Roger G. Melko; Kouhei Nakaji; Alberto Peruzzo; Pooja Rao; Bruno Schmitt; Sam Stanwyck; Norm M. Tubman; Hanrui Wang; Timothy Costa
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Recurrent neural network wave functions for Rydberg atom arrays on kagome lattice
errCommunications Physics
IF5.8
err2025-07-25
err0
errOAAI
errMohamed Hibat-Allah; Ejaaz Merali; Giacomo Torlai; Roger G. Melko; Juan Carrasquilla
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An open-source initiative would benefit quantum computing
errNature Reviews Physics
IF39.5
err2025-07-15
err0
PREAI
errFrancesco Bova; Roger G. Melko
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errSave
Conditioned quantum-assisted deep generative surrogate for particle-binary vector indicating thecalorimeter interactions
errnpj Quantum Information
IF8.3
err2025-07-07
err0
errOAAI
errJ. Quetzalcóatl Toledo-Marín; Sebastian Gonzalez; Hao Jia; Ian Lu; Deniz Sogutlu; Abhishek Abhishek; Colin Gay; Eric Paquet; Roger G. Melko; Geoffrey C. Fox; Maximilian Swiatlowski; Wojciech Fedorko
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errSave
Experimental Online Quantum Dots Charge Autotuning Using Neural Networks
errNANO LETTERS
IF9.1
err2025-02-27
err0
errOAAI
errYon, Victor; Galaup, Bastien; Rohrbacher, Claude; Rivard, Joffrey; Morel, Alexis; Leclerc, Dominic; Godfrin, Clement; Li, Ruoyu; Kubicek, Stefan; De Greve, Kristiaan; Ferrier, Eva Dupont; Beilliard, Yann; Melko, Roger G.; Drouin, Dominique
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Autoregressive neural quantum states of Fermi Hubbard models
errPHYSICAL REVIEW RESEARCH
IF4.2
err2025-02-03
err0
errOAAI
errIbarra-Garcia-Padilla, Eduardo; Lange, Hannah; Melko, Roger G.; Scalettar, Richard T.; Carrasquilla, Juan; Bohrdt, Annabelle; Khatami, Ehsan
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errSave
CaloQVAE: Simulating high-energy particle-calorimeter interactions using hybrid quantum-classical generative models
errEUROPEAN PHYSICAL JOURNAL C
IF4.8
err2024-12-02
err0
errOAAI
errHoque, Sehmimul; Jia, Hao; Abhishek, Abhishek; Fadaie, Mojde; Toledo-Marin, J. Quetzalcoatl; Vale, Tiago; Melko, Roger G.; Swiatlowski, Maximilian; Fedorko, Wojciech T.
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End-to-end variational quantum sensing
errNPJ QUANTUM INFORMATION
IF8.3
err2024-11-19
err0
errOAAI
errMaclellan, Benjamin; Roztocki, Piotr; Czischek, Stefanie; Melko, Roger G.
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errSave
Robust quantum dots charge autotuning using neural network uncertainty
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-11-07
err1
errOAAI
errYon, Victor; Galaup, Bastien; Rohrbacher, Claude; Rivard, Joffrey; Godfrin, Clement; Li, Ruoyu; Kubicek, Stefan; De Greve, Kristiaan; Gaudreau, Louis; Dupont-Ferrier, Eva; Beilliard, Yann; Melko, Roger G.; Drouin, Dominique
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errSave
Language models for quantum simulation
errNATURE COMPUTATIONAL SCIENCE
IF18.3
err2024-01-22
err6
PREAI
errMelko, Roger G.; Carrasquilla, Juan
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errSave
Investigating topological order using recurrent neural networks
errPHYSICAL REVIEW B
IF3.7
err2023-08-22
err13
PREAI
errHibat-Allah, Mohamed; Melko, Roger G.; Carrasquilla, Juan
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errSave
Neural network enhanced measurement efficiency for molecular groundstates
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2023-02-09
err7
errOAAI
errIouchtchenko, Dmitri; Gonthier, Jerome F.; Perdomo-Ortiz, Alejandro; Melko, Roger G.
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errSave
Twin neural network regression is a semi-supervised regression algorithm
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2022-10-20
err6
errOAAI
errWetzel, Sebastian J.; Melko, Roger G.; Tamblyn, Isaac
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Persistent homology of Z2 gauge theories
errPHYSICAL REVIEW B
IF3.7
err2022-08-08
err8
errOAAI
errSehayek, Dan; Melko, Roger G.
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Bulk and boundary quantum phase transitions in a square Rydberg atom array
errPHYSICAL REVIEW B
IF3.7
err2022-05-13
err22
errOAAI
errKalinowski, Marcin; Samajdar, Rhine; Melko, Roger G.; Lukin, Mikhail D.; Sachdel, Subir; Choi, Soonwon
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Data-enhanced variational Monte Carlo simulations for Rydberg atom arrays
errPHYSICAL REVIEW B
IF3.7
err2022-05-09
err12
errOAAI
errCzischek, Stefanie; Moss, M. Schuyler; Radzihovsky, Matthew; Merali, Ejaaz; Melko, Roger G.
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errSave
Pruning a restricted Boltzmann machine for quantum state reconstruction
errPHYSICAL REVIEW B
IF3.7
err2022-03-21
err6
errOAAI
errGolubeva, Anna; Melko, Roger G.
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Research Directions

No research directions
Co-authors
Cooperation Journals
M
Mikhail D. Lukin
H-index: 157 · Papers: 958
J
J. I. Cirac
H-index: 147 · Papers: 901
M
M. Swiatlowski
H-index: 124 · Papers: 1.6K
A
Alán Aspuru‐Guzik
H-index: 114 · Papers: 933
S
Subir Sachdev
H-index: 110 · Papers: 837
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