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Roger G. Melko

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Perimeter Institute for Theoretical Physics, Department of Physics and Astronomy, University of Waterloo

CaloQVAE : Simulating high-energy particle-calorimeter interactions using hybrid quantum-classical generative models

Dec 15, 2023
Sehmimul Hoque, Hao Jia, Abhishek Abhishek, Mojde Fadaie, J. Quetzalcoatl Toledo-Marín, Tiago Vale, Roger G. Melko, Maximilian Swiatlowski, Wojciech T. Fedorko

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Investigating Topological Order using Recurrent Neural Networks

Mar 26, 2023
Mohamed Hibat-Allah, Roger G. Melko, Juan Carrasquilla

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Supplementing Recurrent Neural Network Wave Functions with Symmetry and Annealing to Improve Accuracy

Jul 28, 2022
Mohamed Hibat-Allah, Roger G. Melko, Juan Carrasquilla

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Twin Neural Network Regression is a Semi-Supervised Regression Algorithm

Jun 11, 2021
Sebastian J. Wetzel, Roger G. Melko, Isaac Tamblyn

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Variational Neural Annealing

Jan 25, 2021
Mohamed Hibat-Allah, Estelle M. Inack, Roeland Wiersema, Roger G. Melko, Juan Carrasquilla

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Twin Neural Network Regression

Dec 29, 2020
Sebastian J. Wetzel, Kevin Ryczko, Roger G. Melko, Isaac Tamblyn

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Discovering Symmetry Invariants and Conserved Quantities by Interpreting Siamese Neural Networks

Mar 10, 2020
Sebastian J. Wetzel, Roger G. Melko, Joseph Scott, Maysum Panju, Vijay Ganesh

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Deep Learning the Ising Model Near Criticality

Aug 15, 2017
Alan Morningstar, Roger G. Melko

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