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Mesh evaluation method for shell elements using graph convolutional network

Published in The Japan Society of Mechanical Engineers • Jun 1, 2023
NobleIDNI4P62W52R74S97
Authors:
Yujin YOKOI
,
Masatoshi SHIMODA
,
Makoto KOEKIBA

Abstract

Finite element mesh quality, which affects analysis accuracy and computational cost, is usually determined based on the designer's experience. In this study, we propose a GCN (Graph Convolutional network)-based method for evaluating the quality of 3D meshes composed of shell elements. In the propose...

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