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Published at January 6

The Artificial Scientist -- in-transit Machine Learning of Plasma Simulations

physics.comp-ph

cs.DC

cs.LG

Released Date: January 6, 2025

Authors: Jeffrey Kelling¹, Vicente Bolea², Michael Bussmann³, Ankush Checkervarty⁴, Alexander Debus⁴, Jan Ebert⁵, Greg Eisenhauer⁶, Vineeth Gutta⁷, Stefan Kesselheim, Scott Klasky⁸, Richard Pausch⁴, Norbert Podhorszki⁸, Franz Poschel⁹, David Rogers⁸, Jeyhun Rustamov⁴, Steve Schmerler⁴, Ulrich Schramm⁴, Klaus Steiniger³, Rene Widera⁴, Anna Willmann⁴, Sunita Chandrasekaran⁷

Aff.: ¹Helmholtz-Zentrum Dresden-Rossendorf (HZDR) Chemnitz University of Technology; ²Kitware Inc.; ³Helmholtz-Zentrum Dresden-Rossendorf (HZDR) Center for Advance Systems Understanding (CASUS); ⁴Helmholtz-Zentrum Dresden-Rossendorf (HZDR); ⁵Forschungszentrum Julich; ⁶Georgia Institute of Technology; ⁷University of Delaware; ⁸Oak Ridge National Laboratory; ⁹Center for Advance Systems Understanding (CASUS)

Arxiv: http://arxiv.org/pdf/2501.03383v1