Bulletin of the American Physical Society
APS March Meeting 2020
Volume 65, Number 1
Monday–Friday, March 2–6, 2020; Denver, Colorado
Session Index
Session F36: Molecular Dynamics Ex Machina: Successes and ChallengesInvited
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Show Abstracts |
Sponsoring Units: DCOMP Chair: Boris Kozinsky, Harvard University Room: 601/603 |
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F36.00001: Smart Sampling for Chemical Property Landscapes with BOSS Invited Speaker: Milica Todorovic | |
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F36.00002: Construction and simulation proofs of reliable high-dimensional neural network atomic potentials Invited Speaker: Satoshi Watanabe | |
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F36.00003: Embedding physics in machine learning potentials Invited Speaker: Albert Bartok | |
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F36.00004: Automated training of machine learned potentials with Bayesian active learning Invited Speaker: Jonathan Vandermause | |
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F36.00005: Machine-learning interatomic potentials: a story about how a Big Data approach compensates for our incomplete understanding of interatomic interaction Invited Speaker: Alexander Shapeev |
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