2 papers
cs.LG2024
GNNRL-Smoothing: A Prior-Free Reinforcement Learning Model for Mesh Smoothing
Zhichao Wang, Xinhai Chen, Chunye Gong +5
Mesh smoothing methods can enhance mesh quality by eliminating distorted elements, leading to improved convergence in simulations. To balance the efficiency and robustness of tradi…
cs.GR2022
An Improved Structured Mesh Generation Method Based on Physics-informed Neural Networks
Xinhai Chen, Jie Liu, Junjun Yan +2
Mesh generation remains a key technology in many areas where numerical simulations are required. As numerical algorithms become more efficient and computers become more powerful, t…