Self-updated four-node finite element using deep learning

DOI10.1007/s00466-021-02081-7OpenAlexW3195500848WikidataQ113326623 ScholiaQ113326623MaRDI QIDQ2115554

Hyungmin Jun, Phill-Seung Lee, Jae Ho Jung

Publication date: 17 March 2022

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

Full work available at URL: https://doi.org/10.1007/s00466-021-02081-7

zbMATH Keywords

finite element methodshear lockingfour-node elementdeep learningkinematic modesself-updated element

Mathematics Subject Classification ID

Mechanics of deformable solids (74-XX)

Related Items (2)

Data-driven synchronization-avoiding algorithms in the explicit distributed structural analysis of soft tissue ⋮ Learned Gaussian quadrature for enriched solid finite elements

Uses Software

• NumPy
• TensorFlow
• Adam

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