News ๐Ÿ”ฅ

  • [Aug 21, 2026] ๐ŸŽค We organized a minisymposium Recent advances in quantum computing and quantum machine learning in SIAM NE.
  • [Jun 2026] ๐ŸŽ‰ I am honored to receive the Wu Tsai Institute Graduate Fellowship at Yale University!
  • [Mar 2026] ๐ŸŽ‰ Our paper LD-EnSF was accepted by ICLR 2026!
  • [Nov 1, 2025] ๐ŸŽค We organized a minisymposium Recent advances in quantum machine learning in SIAM NNP.
  • [May 17, 2025] ๐ŸŽ‰ Our paper Quantum DeepONet was accepted by Quantum!
  • [Feb 28, 2025] ๐ŸŽค I presented Quantum DeepONet at the CRUNCH Seminar, Brown University. Watch the video.
  • [Feb 2025] ๐ŸŽ‰ I received an offer of admission to the Physics PhD program at Yale University with the Gruber Science Fellowship!
  • [Nov 28, 2024] ๐Ÿ“„ Our paper LD-EnSF is now on arXiv!
  • [Sep 24, 2024] ๐Ÿ“„ My first paper Quantum DeepONet is now on arXiv!

Publications ๐Ÿ“

See also my Google Scholar profile.

Education ๐Ÿ“–

2025โ€“present

Yale University

PhD in Physics
Advisor: Dr. Lu Lu and Dr. Daisuke Nagai
2020โ€“2025

Fudan University

BSc in Physics
Advisor: Dr. Jiayin Gu

Experience โœก๏ธ

2025

Bosch

Research Intern
  • Working on AI for PDE research
2024

Georgia Institute of Technology

Visiting Student
  • Working with Prof. Peng Chen on Latent Dynamics Ensemble Score Filter
2023

Yale University

Visiting Student
  • Working with Prof. Lu Lu on Quantum DeepONet
2023

University of Utah

Visiting Student
  • Working with Prof. Zhengkang Zhang on the Effective Field Theory of Deep Neural Network

Talks and Presentations ๐ŸŽค

Quantum DeepONet

  • Aug 2026New England Section of SIAM ยท Dartmouth, MA Talk
  • Jun 2026AI4Science Beijing Meetup ยท Beijing, China Talk
  • May 2026Gruber Symposium Oral
  • Nov 2025SIAM New Yorkโ€“New Jerseyโ€“Pennsylvania Section Conference (SIAM-NNP) Oral & Poster
  • May 2025Envisioning AI at Yale Poster
  • Feb 2025CRUNCH Seminar, Brown University Seminar Talk
  • Oct 2024SIAM Conference on Mathematics of Data Science (MDS24) Poster

LD-EnSF

  • Apr 2026International Conference on Learning Representations (ICLR) Poster
  • Oct 2024Reduced Order Modeling & ML for Large Eddy Simulation Oral

Selected Awards and Honors ๐Ÿ†

Hobbies ๐ŸŽจ

๐Ÿ“ท Photography   โ›ฐ๏ธ Hiking   ๐Ÿ˜บ Cats

I'm always open to collaborations! Feel free to reach out via email or WeChat (luuuuuhan777).