Parameter identification by deep learning of a material model for granular media

DOI10.1007/s13137-024-00253-0MaRDI QIDQ6643277

Jörg Kuhnert, Andreas Rademacher, Peter Maass, Unnamed Author, Isabel Michel

Publication date: 26 November 2024

Published in: GEM - International Journal on Geomathematics (Search for Journal in Brave)

zbMATH Keywords

inverse problemneural networkprincipal component analysisparameter identificationmodel reductionmeshfree methoddeep learninggeneralized finite difference method (GFDM)PCA-NN

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Granularity (74E20) Inverse problems for PDEs (35R30) Numerical methods for inverse problems for boundary value problems involving PDEs (65N21) Inverse problems in dynamical solid mechanics (74H75)

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