Reinforcement learning for automatic quadrilateral mesh generation: a soft actor-critic approach

19 March 2022

Papers citing "Reinforcement learning for automatic quadrilateral mesh generation: a soft actor-critic approach"

7 / 7 papers shown

Title
Point2Quad: Generating Quad Meshes from Point Clouds via Face Prediction Zezeng Li Zhihui Qi Weimin Wang Ziliang Wang Junyi Duan Na Lei 3DPC 59 0 0 28 Apr 2025
Machine learning for modelling unstructured grid data in computational physics: a review Sibo Cheng Marc Bocquet Weiping Ding Tobias S. Finn Rui Fu ... Yong Zeng Mingrui Zhang Hao Zhou Kewei Zhu Rossella Arcucci PINN AI4CE 114 0 0 13 Feb 2025
LLQL: Logistic Likelihood Q-Learning for Reinforcement Learning Outongyi Lv Bingxin Zhou OffRL 44 0 0 05 Jul 2023
Reinforcement Learning for Block Decomposition of CAD Models Benjamin C. DiPrete R. Garimella Cristina Garcia Cardona Navamita Ray 11 1 0 21 Feb 2023
What's the Situation with Intelligent Mesh Generation: A Survey and Perspectives Na Lei Zezeng Li Zebin Xu Ying Li X. Gu AI4CE 19 20 0 11 Nov 2022
Multi-Agent Reinforcement Learning for Adaptive Mesh Refinement Jiachen Yang K. Mittal T. Dzanic S. Petrides B. Keith Brenden K. Petersen Daniel Faissol R. Anderson 31 8 0 02 Nov 2022
Quasi-optimal $hp$ -finite element refinements towards singularities via deep neural network prediction Tomasz Sluzalec R. Grzeszczuk Sergio Rojas W. Dzwinel Maciej Paszyñski 23 7 0 13 Sep 2022