Publications by authors named "Roger Melko"

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A
Artificial intelligence for quantum computing.
Yuri Alexeev, Marwa H Farag, Taylor L Patti, Mark E Wolf, Natalia Ares, Roger G Melko

Nat Commun· December 2025

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Conditioned quantum-assisted deep generative surrogate for particle-binary vector indicating thecalorimeter interactions.
J Quetzalcóatl Toledo-Marín, Sebastian Gonzalez, Hao Jia, Ian Lu, Deniz Sogutlu, Roger G Melko

npj Quantum Inf· July 2025

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Beyond-classical computation in quantum simulation.
Andrew D King, Alberto Nocera, Marek M Rams, Jacek Dziarmaga, Roeland Wiersema, Roger G Melko

Science· April 2025

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Experimental Online Quantum Dots Charge Autotuning Using Neural Networks.
Victor Yon, Bastien Galaup, Claude Rohrbacher, Joffrey Rivard, Alexis Morel, Roger G Melko

Nano Lett· March 2025

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C
CaloQVAE: Simulating high-energy particle-calorimeter interactions using hybrid quantum-classical generative models.
Sehmimul Hoque, Hao Jia, Abhishek Abhishek, Mojde Fadaie, J Quetzalcoatl Toledo-Marín, Roger G Melko

Eur Phys J C Part Fields· December 2024

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E
End-to-end variational quantum sensing.
Benjamin MacLellan, Piotr Roztocki, Stefanie Czischek, Roger G Melko

npj Quantum Inf· November 2024

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Language models for quantum simulation.
Roger G Melko, Juan Carrasquilla

Nat Comput Sci· January 2024

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Toward Orbital-Free Density Functional Theory with Small Data Sets and Deep Learning.
Kevin Ryczko, Sebastian J Wetzel, Roger G Melko, Isaac Tamblyn

J Chem Theory Comput· February 2022

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C
Commercial applications of quantum computing.
Francesco Bova, Avi Goldfarb, Roger G Melko

EPJ Quantum Technol· January 2021

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I
Integrating Neural Networks with a Quantum Simulator for State Reconstruction.
Giacomo Torlai, Brian Timar, Evert P L van Nieuwenburg, Harry Levine, Ahmed Omran, Roger G Melko

Phys Rev Lett· December 2019

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Latent Space Purification via Neural Density Operators.
Giacomo Torlai, Roger G Melko

Phys Rev Lett· June 2018

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Machine learning quantum phases of matter beyond the fermion sign problem.
Peter Broecker, Juan Carrasquilla, Roger G Melko, Simon Trebst

Sci Rep· August 2017

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Neural Decoder for Topological Codes.
Giacomo Torlai, Roger G Melko

Phys Rev Lett· July 2017

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Identifying polymer states by machine learning.
Qianshi Wei, Roger G Melko, Jeff Z Y Chen

Phys Rev E· March 2017

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Cornering Gapless Quantum States via Their Torus Entanglement.
William Witczak-Krempa, Lauren E Hayward Sierens, Roger G Melko

Phys Rev Lett· February 2017

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Spinon Walk in Quantum Spin Ice.
Yuan Wan, Juan Carrasquilla, Roger G Melko

Phys Rev Lett· April 2016

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A
A two-dimensional spin liquid in quantum kagome ice.
Juan Carrasquilla, Zhihao Hao, Roger G Melko

Nat Commun· June 2015

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D
Destroying a topological quantum bit by condensing Ising vortices.
Zhihao Hao, Stephen Inglis, Roger Melko

Nat Commun· December 2014

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A
Angular fluctuations of a multicomponent order describe the pseudogap of YBa2Cu3O(6+x).
Lauren E Hayward, David G Hawthorn, Roger G Melko, Subir Sachdev

Science· March 2014

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Geometric mutual information at classical critical points.
Jean-Marie Stéphan, Stephen Inglis, Paul Fendley, Roger G Melko

Phys Rev Lett· March 2014

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Self-correcting quantum memories beyond the percolation threshold.
Matthew B Hastings, Grant H Watson, Roger G Melko

Phys Rev Lett· February 2014

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Fate of CPN-1 fixed points with q monopoles.
Matthew S Block, Roger G Melko, Ribhu K Kaul

Phys Rev Lett· September 2013

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Entanglement at a two-dimensional quantum critical point: a numerical linked-cluster expansion study.
Ann B Kallin, Katharine Hyatt, Rajiv R P Singh, Roger G Melko

Phys Rev Lett· March 2013

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Wang-Landau method for calculating Rényi entropies in finite-temperature quantum Monte Carlo simulations.
Stephen Inglis, Roger G Melko

Phys Rev E Stat Nonlin Soft Matter Phys· January 2013

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Generalized Monte Carlo loop algorithm for two-dimensional frustrated Ising models.
Yuan Wang, Hans De Sterck, Roger G Melko

Phys Rev E Stat Nonlin Soft Matter Phys· March 2012

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