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20212026
most citedJAX-FEM: A differentiable GPU-accelerated 3D finite element solver for automatic inverse design and mechanistic data science

120 citations · 187 across the 12 of their papers we have counts for

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Showing 2021Show all

2 papers · 1 filter

cond-mat.mtrl-sci2021★ 1 cited

Mechanistic Data Science for Modeling and Design of Aerospace Composite Materials

Satyajit Mojumder, Lei Tao, Ying Li +1

Polymer matrix composites exhibit remarkable lightweight and high strength properties that make them attractive for aerospace applications. Constituents' materials such as advanced…

math.NA2021★ 60 cited

HiDeNN-PGD: reduced-order hierarchical deep learning neural networks

Lei Zhang, Ye Lu, Shaoqiang Tang +1

This paper presents a proper generalized decomposition (PGD) based reduced-order model of hierarchical deep-learning neural networks (HiDeNN). The proposed HiDeNN-PGD method keeps…