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S. Winkler, A. Körner, F. Breitenecker:
"Data modelling approach for physical systems";
Vortrag: The 30th European Modeling & Simulation Symposium, 2018, Budapest, Hungary; 17.09.2018 - 19.09.2018; in: "Proceedings of the 30th European Modeling and Simulation Symposium, 2018", M. Affenzeller, A. Bruzzone, E. Jimenez, F. Longo, Y. Merkuryev, M. Piera (Hrg.); DIME Università di Genova, DIMEG University of Calabria, 30/Rende (2018), ISBN: 978-88-85741-03-4; 310 S.

This contribution deals with the possible applications of neural networks for hybrid models. After a basic introduction to neural networts and hybrid modelling some applications are discussed. On the one hand, the substitutability of hybrid models is up for debate. On the other hand, the possibility of combining neural networks with physical models, e. g. for determining individual parameters, are focused. In the end the discussed approaches are applied and compared using a fundamental example.