Peiyan Hu

According to our database, Peiyan Hu authored at least 15 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Model-Based Closed-Loop Control Algorithm for Stochastic Partial Differential Equation Control.

Peiyan Hu, Haodong Feng, Yue Wang, Zhiming Ma

CoRR, May, 2025

From Uncertain to Safe: Conformal Fine-Tuning of Diffusion Models for Safe PDE Control.

Peiyan Hu, Xiaowei Qian, Wenhao Deng, Rui Wang, Haodong Feng, Ruiqi Feng, Tao Zhang, Long Wei, Yue Wang, Zhi-Ming Ma, Tailin Wu

CoRR, February, 2025

On the Guidance of Flow Matching.

Ruiqi Feng, Tailin Wu, Chenglei Yu, Wenhao Deng, Peiyan Hu

CoRR, February, 2025

A Lightweight, Real-Time, and High-Precision Calibrated Photometric Stereo Measurement Method.

Zhao Zhang, Han Feng, Xiaoyan Tian, Peiyan Hu, Yuetong Chang, Guangming Xia, Shuxian Shang, Biwei Wu, Weibo Wang

IEEE Trans. Instrum. Meas., 2025

CL-DiffPhyCon: Closed-loop Diffusion Control of Complex Physical Systems.

Long Wei, Haodong Feng, Yuchen Yang, Ruiqi Feng, Peiyan Hu, Xiang Zheng, Tao Zhang, Dixia Fan, Tailin Wu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Wavelet Diffusion Neural Operator.

Peiyan Hu, Rui Wang, Xiang Zheng, Tao Zhang, Haodong Feng, Ruiqi Feng, Long Wei, Yue Wang, Zhi-Ming Ma, Tailin Wu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Multimodal Policies with Physics-informed Representations.

Haodong Feng, Peiyan Hu, Yue Wang, Dixia Fan

CoRR, 2024

Recent Advances on Machine Learning for Computational Fluid Dynamics: A Survey.

Haixin Wang, Yadi Cao, Zijie Huang, Yuxuan Liu, Peiyan Hu, Xiao Luo, Zezheng Song, Wanjia Zhao, Jilin Liu, Jinan Sun, Shikun Zhang, Long Wei, Yue Wang, Tailin Wu, Zhi-Ming Ma, Yizhou Sun

CoRR, 2024

Closed-loop Diffusion Control of Complex Physical Systems.

Long Wei, Haodong Feng, Peiyan Hu, Tao Zhang, Yuchen Yang, Xiang Zheng, Ruiqi Feng, Dixia Fan, Tailin Wu

CoRR, 2024

A Generative Approach to Control Complex Physical Systems.

Long Wei, Peiyan Hu, Ruiqi Feng, Haodong Feng, Yixuan Du, Tao Zhang, Rui Wang, Yue Wang, Zhi-Ming Ma, Tailin Wu

CoRR, 2024

DiffPhyCon: A Generative Approach to Control Complex Physical Systems.

Long Wei, Peiyan Hu, Ruiqi Feng, Haodong Feng, Yixuan Du, Tao Zhang, Rui Wang, Yue Wang, Zhi-Ming Ma, Tailin Wu

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Better Neural PDE Solvers Through Data-Free Mesh Movers.

Peiyan Hu, Yue Wang, Zhi-Ming Ma

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Deep Latent Regularity Network for Modeling Stochastic Partial Differential Equations.

Shiqi Gong, Peiyan Hu, Qi Meng, Yue Wang, Rongchan Zhu, Bingguang Chen, Zhiming Ma, Hao Ni, Tie-Yan Liu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Deep Random Vortex Method for Simulation and Inference of Navier-Stokes Equations.

Rui Zhang, Peiyan Hu, Qi Meng, Yue Wang, Rongchan Zhu, Bingguang Chen, Zhi-Ming Ma, Tie-Yan Liu

CoRR, 2022

Neural Operator with Regularity Structure for Modeling Dynamics Driven by SPDEs.

Peiyan Hu, Qi Meng, Bingguang Chen, Shiqi Gong, Yue Wang, Wei Chen, Rongchan Zhu, Zhi-Ming Ma, Tie-Yan Liu

CoRR, 2022