Dixia Fan

Assistant Professor, Westlake University

Joined

September 2023

Names

Dixia Fan (Preferred)

Emails

****@westlake.edu.cn (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Westlake University (westlake.edu)

2022 – Present

Advisors, Relations & Conflicts

Coauthor

2022 – Present

Expertise

Robotics

,

Flow control

,

Digital twin

Present

Publications

RealPDEBench: A Benchmark for Complex Physical Systems with Real-World Data
Peiyan Hu, Haodong Feng, Hongyuan Liu, Tongtong Yan, Wenhao Deng, Tianrun Gao, Rong Zheng, Haoren Zheng, Chenglei Yu, Chuanrui Wang, Kaiwen Li, Zhi-Ming Ma, Dezhi Zhou, Xingcai Lu, Dixia Fan, Tailin Wu
- ICLR 2026 Oral
- Readers: Everyone
System identification on regular water waves
Aoming Liang, Kun Zheng, zhan wang, Ruipeng Li, Mingming Ge, Dixia Fan
- Proceedings of the 40th IAHR World Congress
- Readers: Everyone
M$^2$M: LEARNING CONTROLLABLE MULTI OF EXPERTS AND MULTI-SCALE OPERATORS ARE THE PARTIAL DIFFERENTIAL EQUATIONS NEED
Aoming Liang, Zhaoyang Mu, Pengxiao Lin, Cong Wang, Mingming Ge, Ling Shao, Dixia Fan, Hao Tang
- Submitted to ICLR 2025
- Readers: Everyone
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
- ICLR 2025 Poster
- Readers: Everyone
PICL: Incorporating Coarse-Grained Data and Physics Information for Superior Physical Systems Modeling
Haodong Feng, Yue Wang, Dixia Fan
- Submitted to ICLR 2024
- Readers: Everyone

Co-Authors

View all 31 co-authors