ISpliter: an intelligent and automatic surface mesh generator using neural networks and splitting lines

ISpliter: an intelligent and automatic surface mesh generator using neural networks and splitting lines

Abstract In this paper, we present a novel surface mesh generation approach that splits B-rep geometry models into isotropic triangular meshes based on neural networks and splitting lines. In the first stage, a recursive method is designed to generate plentiful data to train the neural network model...

Full description

Bibliographic Details
Main Authors: Zengsheng Liu, Shizhao Chen, Xiang Gao, Xiang Zhang, Chunye Gong, Chuanfu Xu, Jie Liu
Format: Article
Language:English
Published: SpringerOpen 2023-06-01
Series:Advances in Aerodynamics
Subjects:
Surface mesh generation
Artificial neural network
Splitting line
Triangular element
Feature extraction
Online Access:https://doi.org/10.1186/s42774-023-00150-4

Internet

https://doi.org/10.1186/s42774-023-00150-4

Similar Items