Hu, Peiyan

1. Recent Advances on Machine Learning for Computational Fluid Dynamics: A Survey
   2024/08/22 by Haixin Wang, Wang, Haixin, Yadi Cao +29 · 11 citations
   Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Time Series Analysis and Forecasting
2. On the Guidance of Flow Matching
   2025/02/04 by Chongwen Yu, Feng, Ruiqi, Yu, Chenglei +6 · 13 citations
   Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Simulation Techniques and Applications
3. Better Neural PDE Solvers Through Data-Free Mesh Movers
   2023/12/09 by Hu, Peiyan, Wang, Yue, Ma, Zhi-Ming · 3 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA)
4. DiffPhyCon: A Generative Approach to Control Complex Physical Systems
   2024/07/09 by Wei, Long, Hu, Peiyan, Feng, Ruiqi +7 · 3 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Wavelet Diffusion Neural Operator
   2024/12/06 by Peiyan Hu, Hu, Peiyan, Rui Wang +17 · 2 citations
   Computer Science · #Neural Networks and Applications
6. From Uncertain to Safe: Conformal Fine-Tuning of Diffusion Models for Safe PDE Control
   2025/02/04 by Hu, Peiyan, Qian, Xiaowei, Deng, Wenhao +8 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)