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tLaSDI: thermodynamics-informed latent space dynamics identification

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Publication:6588297
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DOI10.1016/j.cma.2024.117144MaRDI QIDQ6588297

Yeonjong Shin, Jun Sur Richard Park, Youngsoo Choi, Siu Wun Cheung

Publication date: 15 August 2024

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



zbMATH Keywords

autoencodererror estimatesthermodynamicsreduced order modelingnonlinear-manifold ROM


Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Applications of mathematical programming (90C90) Numerical methods for initial value problems involving ordinary differential equations (65L05) Numerical problems in dynamical systems (65P99)








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