Hailiang Liu
Position
- Professor of Mathematics
- Professor of Computer Science (by courtesy)
- NSF Program Director (2024-2026)
- Member, Translational AI Center (TrAC)
- Data Science/AI Coordinator (Dept. of Math)
I am a Professor of Mathematics at Iowa State University. My research lies in computational and applied mathematics, with interests in PDE modeling, applied analysis, numerical methods, scientific computing and the mathematical foundations of machine learning. I am particularly interested in combining deep learning and data-driven approaches with PDE-based models for scientific and engineering applications.
Contact
Email
hliu@iastate.edu
Phone
515-294-0392
434 Carver
411 Morrill Rd.
Ames
,
IA
50011-2104
Social Media and Websites
Education
- 1995, Ph.D. Applied Math, Chinese Academy of Sciences
- 1988, M.Sc. Applied Math, Tsinghua University
- 1984, B.Sc. Math Education, Henan Normal University
Current Research Interests
- Scientific machine learning and AI
- Deep learning theory, optimization, and optimal transport
- Partial differential equations and kinetic theory
- Numerical methods for PDEs and wave propagation
- Scientific computing and data-driven modeling
- Mathematical biology and population dynamics
Funding Agencies