Viscoelasticty with physics-augmented neural networks: model formulation and training methods without prescribed internal variables

DOI10.1007/s00466-024-02477-1MaRDI QIDQ6661941

Jörg Brummund, Markus Kästner, Karl A. Kalina, WaiChing Sun, Unnamed Author

Publication date: 13 January 2025

Published in: Computational Mechanics (Search for Journal in Brave)

zbMATH Keywords

internal variablesviscoelasticityartificial neural networksrecurrent neural networksthermodynamic consistencyinput convex neural networks

Mathematics Subject Classification ID

Mechanics of deformable solids (74-XX)

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