MeshingNet: A New Mesh Generation Method based on Deep Learning

We introduce a novel approach to automatic unstructured mesh generation using machine learning to predict an optimal finite element mesh for a previously unseen problem. The framework that we have developed is based around training an artificial neural network (ANN) to guide standard mesh generation...

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Veröffentlicht in:	arXiv.org 2020-04
Hauptverfasser:	Zhang, Zheyan, Wang, Yongxing, Jimack, Peter K, Wang, He
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Deep learning Learning theory Machine learning Mesh generation Norms Partial differential equations Topology Training
Online-Zugang:	Volltext
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