Variational temporal convolutional networks for I-FENN thermoelasticity

DOI10.1016/j.cma.2024.117122MaRDI QIDQ6588274

Mostafa E. Mobasher, Diab W. Abueidda

Publication date: 15 August 2024

Published in: Computer Methods in Applied Mechanics and Engineering (Search for Journal in Brave)

zbMATH Keywords

variational methodstransient analysismultiphysicsphysics-informed neural networks (PINNs)Seq2Seq learning

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Thermodynamics in solid mechanics (74A15) Spectral, collocation and related methods for initial value and initial-boundary value problems involving PDEs (65M70) Numerical and other methods in solid mechanics (74S99) Elastic materials (74Bxx)

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