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Juan Carrasquilla

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Wasserstein Quantum Monte Carlo: A Novel Approach for Solving the Quantum Many-Body Schrödinger Equation

Jul 17, 2023
Kirill Neklyudov, Jannes Nys, Luca Thiede, Juan Carrasquilla, Qiang Liu, Max Welling, Alireza Makhzani

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A Framework for Demonstrating Practical Quantum Advantage: Racing Quantum against Classical Generative Models

Mar 27, 2023
Mohamed Hibat-Allah, Marta Mauri, Juan Carrasquilla, Alejandro Perdomo-Ortiz

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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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Quantum HyperNetworks: Training Binary Neural Networks in Quantum Superposition

Jan 19, 2023
Juan Carrasquilla, Mohamed Hibat-Allah, Estelle Inack, Alireza Makhzani, Kirill Neklyudov, Graham W. Taylor, Giacomo Torlai

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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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Neural Error Mitigation of Near-Term Quantum Simulations

May 17, 2021
Elizabeth R. Bennewitz, Florian Hopfmueller, Bohdan Kulchytskyy, Juan Carrasquilla, Pooya Ronagh

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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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Attention-based Quantum Tomography

Jun 22, 2020
Peter Cha, Paul Ginsparg, Felix Wu, Juan Carrasquilla, Peter L. McMahon, Eun-Ah Kim

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