Matthew J. S. Beach

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Roger G. MelkoFaculty, University of Waterloo & Perimeter Institute; Affiliate, Vector InstituteVerified email at uwaterloo.ca
Anna GolubevaIAIFI Fellow, MITVerified email at mit.edu
Stavros EfthymiouAssociate Researcher, Technology Innovation InstituteVerified email at tii.ae
Isaac De VlugtPhD Student, University of Waterloo, Perimeter InstituteVerified email at uwaterloo.ca
Giacomo TorlaiAWS Center for Quantum ComputingVerified email at amazon.com
Bohdan KulchytskyyLead Scientist at 1QB Information Technologies, Inc.Verified email at uwaterloo.ca
Xiuzhe LuoUniversity of WaterlooVerified email at uwaterloo.ca
Patrick HuembeliExtropic.aiVerified email at extropic.ai
Timothy H. HsiehSenior Faculty, Perimeter Institute for Theoretical PhysicsVerified email at perimeterinstitute.ca
Tarun GroverUC San DiegoVerified email at ucsd.edu
Mark Van RaamsdonkUniversity of British ColumbiaVerified email at phas.ubc.ca
Jaehoon LeeAnthropicVerified email at anthropic.com
Eric PoissonUniversity of GuelphVerified email at uoguelph.ca

Matthew J. S. Beach

Applied Scientist, AWS

Verified email at amazon.com - Homepage


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Machine learning vortices at the Kosterlitz-Thouless transition MJS Beach, A Golubeva, RG Melko Physical Review B 97 (4), 045207, 2018	191	2018
Super-resolving the Ising model with convolutional neural networks S Efthymiou, MJS Beach, RG Melko Physical Review B 99 (7), 075113, 2019	68	2019
QuCumber: wavefunction reconstruction with neural networks MJS Beach, I De Vlugt, A Golubeva, P Huembeli, B Kulchytskyy, X Luo, ... SciPost Physics 7 (1), 009, 2019	41	2019
Making Trotters Sprint: A Variational Imaginary Time Ansatz for Quantum Many-body Systems MJS Beach, RG Melko, T Grover, TH Hsieh Physical Review B 100 (9), 094434, 2019	38	2019
Entanglement entropy from one-point functions in holographic states MJS Beach, J Lee, C Rabideau, M Van Raamsdonk Journal of High Energy Physics 2016 (6), 1-29, 2016	30	2016
Self-force on a charge outside a five-dimensional black hole MJS Beach, E Poisson, BG Nickel Physical Review D 89 (12), 124014, 2014	22	2014
Resource-Optimized Grouping Shadow for Efficient Energy Estimation M Li, M Lin, MJS Beach https://arxiv.org/abs/2406.17252, 2024		2024
Explorations in machine learning for interacting many-body systems MJS Beach University of Waterloo, 2020		2020

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