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Liang Deng

China Aerodynamics Research and Development Center

Mianyang

China

  • China Aerodynamics Research and Development Center

SCHOLARLY PAPERS

2

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80

TOTAL CITATIONS

0

Scholarly Papers (2)

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1.

Gnnrl-Smoothing: A Prior-Free Reinforcement Learning Model For  Mesh Optimization

Downloads 50 (1,063,489)

Gnnrl-Smoothing: A Prior-Free Reinforcement Learning Model For  Mesh Optimization

Number of pages: 54 Posted: 23 Apr 2025
Zhichao Wang, Xinhai Chen, Chunye Gong, Bo Yang, Liang Deng, Yufei Sun, Yufei Pang, Xiang Zhang and Jie Liu
National University of Defense Technology, National University of Defense Technology, National University of Defense Technology, National University of Defense Technology, China Aerodynamics Research and Development Center, Nankai University, China Aerodynamics Research and Development Center, National University of Defense Technology and National University of Defense Technology
Downloads 29 (1,371,100)

Abstract:

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Mesh smoothing, Surface mesh, Graph neural network, Reinforcement learning

Gnnrl-Smoothing: A Prior-Free Reinforcement Learning Model For  Mesh Optimization

Number of pages: 54 Posted: 28 Apr 2025
Zhichao Wang, Xinhai Chen, Chunye Gong, Bo Yang, Liang Deng, Yufei Sun, Yufei Pang, Xiang Zhang and Jie Liu
National University of Defense Technology, National University of Defense Technology, National University of Defense Technology, National University of Defense Technology, China Aerodynamics Research and Development Center, Nankai University, China Aerodynamics Research and Development Center, National University of Defense Technology and National University of Defense Technology
Downloads 21 (1,486,852)

Abstract:

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Mesh smoothing, Surface mesh, Graph neural network, Reinforcement learning

2.

Parallel implicit methods for an Unstructured CFD Simulator on GPU

Number of pages: 30 Posted: 17 Feb 2026
Zhe Dai, Mingfeng Guo, Jian Zhang, Liang Deng and Jie Liu
National University of Defense Technology, China Aerodynamics Research and Development Center, China Aerodynamics Research and Development Center, China Aerodynamics Research and Development Center and National University of Defense Technology
Downloads 30 (1,345,526)

Abstract:

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Parallelization, GPU, decoupling, evaluation, implicit CFD