Interfacing finite elements with deep neural operators for fast multiscale modeling of mechanics problems

Multiscale modeling is an effective approach for investigating multiphysics systems with largely disparate size features, where models with different resolutions or heterogeneous descriptions are coupled together for predicting the system’s response. The solver with lower fidelity (coarse) is respon...

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Veröffentlicht in:Computer methods in applied mechanics and engineering 2022-12, Vol.402, p.115027, Article 115027
Hauptverfasser: Yin, Minglang, Zhang, Enrui, Yu, Yue, Karniadakis, George Em
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Sprache:eng
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