Search Results for author: Hua Tong

Found 2 papers, 1 papers with code

SRL-Assisted AFM: Generating Planar Unstructured Quadrilateral Meshes with Supervised and Reinforcement Learning-Assisted Advancing Front Method

no code implementations30 Apr 2023 Hua Tong, Kuanren Qian, Eni Halilaj, Yongjie Jessica Zhang

These deep neural networks are trained using a unique pipeline that combines supervised learning with reinforcement learning to iteratively improve mesh quality.

reinforcement-learning

Generate plane quad mesh with neural networks and tree search

1 code implementation15 Nov 2021 Hua Tong

The quality of mesh generation has long been considered a vital aspect in providing engineers with reliable simulation results throughout the history of the Finite Element Method (FEM).

Cannot find the paper you are looking for? You can Submit a new open access paper.