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Learning effective stochastic differential equations from microscopic simulations: Linking stochastic numerics to deep learning.

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Title: Learning effective stochastic differential equations from microscopic simulations: Linking stochastic numerics to deep learning.
Authors: Dietrich, Felix1 (AUTHOR) felix.dietrich@tum.de, Makeev, Alexei2 (AUTHOR) amak@cs.msu.ru, Kevrekidis, George3 (AUTHOR) georgek@math.umass.edu, Evangelou, Nikolaos4 (AUTHOR) nevange2@jh.edu, Bertalan, Tom4 (AUTHOR) tom@tombertalan.com, Reich, Sebastian5 (AUTHOR) sereich@uni-potsdam.de, Kevrekidis, Ioannis G.4 (AUTHOR) yannisk@jhu.edu
Source: Chaos. Feb2023, Vol. 33 Issue 2, p1-19. 19p.
Database: Mathematics Source
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ISSN:10541500
DOI:10.1063/5.0113632