MVE-Net: An Automatic 3-D Structured Mesh Validity Evaluation Framework Using Deep Neural Networks

Xinhai Chen, Jie Liu, Chunye Gong, Shengguo Li, Yufei Pang, Bo Chen

Abstract: Highlights•A large-scale labeled benchmark dataset with 3-D structured mesh samples.•A novel deep neural network to learn CFD mesh quality features from point-based input.•An automatic mesh validity evaluation framework for meshes with different sizes and models.