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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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An: 162170686
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  Data: Learning effective stochastic differential equations from microscopic simulations: Linking stochastic numerics to deep learning.
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  Data: <searchLink fieldCode="AR" term="%22Dietrich%2C+Felix%22">Dietrich, Felix</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> felix.dietrich@tum.de</i><br /><searchLink fieldCode="AR" term="%22Makeev%2C+Alexei%22">Makeev, Alexei</searchLink><relatesTo>2</relatesTo> (AUTHOR)<i> amak@cs.msu.ru</i><br /><searchLink fieldCode="AR" term="%22Kevrekidis%2C+George%22">Kevrekidis, George</searchLink><relatesTo>3</relatesTo> (AUTHOR)<i> georgek@math.umass.edu</i><br /><searchLink fieldCode="AR" term="%22Evangelou%2C+Nikolaos%22">Evangelou, Nikolaos</searchLink><relatesTo>4</relatesTo> (AUTHOR)<i> nevange2@jh.edu</i><br /><searchLink fieldCode="AR" term="%22Bertalan%2C+Tom%22">Bertalan, Tom</searchLink><relatesTo>4</relatesTo> (AUTHOR)<i> tom@tombertalan.com</i><br /><searchLink fieldCode="AR" term="%22Reich%2C+Sebastian%22">Reich, Sebastian</searchLink><relatesTo>5</relatesTo> (AUTHOR)<i> sereich@uni-potsdam.de</i><br /><searchLink fieldCode="AR" term="%22Kevrekidis%2C+Ioannis+G%2E%22">Kevrekidis, Ioannis G.</searchLink><relatesTo>4</relatesTo> (AUTHOR)<i> yannisk@jhu.edu</i>
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  Data: <searchLink fieldCode="JN" term="%22Chaos%22">Chaos</searchLink>. Feb2023, Vol. 33 Issue 2, p1-19. 19p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=msf&AN=162170686
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        Value: 10.1063/5.0113632
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      – Code: eng
        Text: English
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      – TitleFull: Learning effective stochastic differential equations from microscopic simulations: Linking stochastic numerics to deep learning.
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              Text: Feb2023
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              Y: 2023
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