Concepedia

Matthew J. S. Beach

MJ

6

Publications

336

Citations

6

H-Index

2014

Active since

Affiliations

Perimeter Institute(Current)

University of Waterloo

Matthew J. S. Beach is an author at Perimeter Institute specializing in deep learning, natural sciences, and applied physics.

Top concepts

PhysicsEngineeringDeep LearningMachine VisionApplied PhysicsComputer ScienceInverse ProblemsMachine LearningNatural SciencesLattice Field Theory

Publications per year

2014–2019

6

Publications

6

Machine learning vortices at the Kosterlitz-Thouless transition

Matthew J. S. Beach, Anna Golubeva, Roger G. Melko · Physical review. B./Physical review. B · 2018 · 172 citations · Full text

Super-resolving the Ising model with convolutional neural networks

Stavros Efthymiou, Matthew J. S. Beach, Roger G. Melko · Physical review. B./Physical review. B · 2019 · 62 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

Making trotters sprint: A variational imaginary time ansatz for quantum many-body systems

Matthew J. S. Beach, Roger G. Melko, Tarun Grover et al. · Physical review. B./Physical review. B · 2019 · 36 citations · Full text

Natura Urbana: The Brachen of Berlin

Philip Lawton, Karen E. Till, Sandra Jasper et al. · The AAG Review of Books · 2019 · 27 citations · Full text

Entanglement entropy from one-point functions in holographic states

Matthew J. S. Beach, Jae‐Hoon Lee, Charles Rabideau et al. · Journal of High Energy Physics · 2016 · 22 citations · Full text

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