Yantao Wu

Yantao Wu

Math PhD candidate

Welcome to Yantao Wu’s homepage 😃

I am a Math PhD candidate in Johns Hopkins University.
My advisors are Prof. Yannick Sire and Prof. Mauro Maggioni.

Research Topics

  • Statistical Machine Learning
  • LLM Agents
  • Partial Differential Equations
  • AI for Science

Publication (α-β for alphabetical order)

  • Yantao Wu, Mauro Maggioni. Conditional Regression for the Nonlinear Single-Variable Model. Journal of Machine Learning Research, revise & resubmit. arXiv:2411.09686.

  • Thomas Y. Hou, Xiang Qin, Yannick Sire, Yantao Wu (α-β). Self-similar blow-up profile for the one-dimensional reduction of generalized SQG with infinite energy. (2026). arXiv:2603.11301.

  • Fanghua Lin, Yannick Sire, Yantao Wu (α-β), Yifu Zhou. Liquid crystals and topological vorticity: smoothness of mild solutions. (2026). arXiv:2601.18726.

  • Yannick Sire, Yantao Wu (α-β), Yifu Zhou. Global Existence of Weak Solutions to the Two Dimensional Nematic Liquid Crystal Flow with Partially Free Boundary. Journal of the London Mathematical Society, 110, 2025. [paper · arXiv:2308.04358]

  • Yannick Sire, Yantao Wu (α-β), Yifu Zhou. Geometric variational problems with free boundary: harmonic maps, minimal surfaces and applications to a new model of Liquid Crystal Flow. Coimbra Mathematical Texts, Modern methods in the analysis of free boundary problems, to appear.

  • Lee Kennard, Yantao Wu (α-β). Halperin’s Conjecture in Formal Dimensions up to 20. Communications in Algebra, Volume 51, Issue 8, 2023. [paper · arXiv:2104.04086]