Generalized invariants meet constitutive neural networks: A novel framework for hyperelastic materials

Martonová D, Goriely A, Kuhl E (2025)

Publication Status: In review

Publication Type: Journal article

Future Publication Type: Journal article

Publication year: 2025

Journal

Journal of the Mechanics and Physics of Solids Elsevier

Book Volume: 206

Article Number: 106352

DOI: 10.1016/j.jmps.2025.106352

Open Access Link: https://doi.org/10.1016/j.jmps.2025.106352

Authors with CRIS profile

Denisa Martonová Lehrstuhl für Technische Mechanik (LTM) Ellen Kuhl Lehrstuhl für Technische Mechanik (LTM)

Involved external institutions

University of Oxford GB United Kingdom (GB)

How to cite

APA:

Martonová, D., Goriely, A., & Kuhl, E. (2025). Generalized invariants meet constitutive neural networks: A novel framework for hyperelastic materials. Journal of the Mechanics and Physics of Solids, 206. https://doi.org/10.1016/j.jmps.2025.106352

MLA:

Martonová, Denisa, Alain Goriely, and Ellen Kuhl. "Generalized invariants meet constitutive neural networks: A novel framework for hyperelastic materials." Journal of the Mechanics and Physics of Solids 206 (2025).

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