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Hybrid modeling: towards the next level of scientific computing in engineering / Kurz, Stefan ; De Gersem, Herbert (Darmstadt, Tech. Hochsch.) ; Galetzka, Armin (Darmstadt, Tech. Hochsch.) ; Klaedtke, Andreas ; Liebsch, Melvin (CERN) ; Loukrezis, Dimitrios (Darmstadt, Tech. Hochsch.) ; Russenschuck, Stephan (CERN) ; Schmidt, Manuel
AbstractThe integration of machine learning (Keplerian paradigm) and more general artificial intelligence technologies with physical modeling based on first principles (Newtonian paradigm) will impact scientific computing in engineering in fundamental ways. Such hybrid models combine first principle-based models with data-based models into a joint architecture. [...]
2022 - 12 p. - Published in : J. Math. Industry 12 (2022) 8 Fulltext: PDF;

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