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xdong99/README.md

Hi 👋, I'm Xinghao

PhD student at University of Wisconsin-Madison

xdong99

  • 💻 I am interested in applied mathematics + AI for science. Currently working on generative models, neural operators, and uncertainty quantification for stochastic multiscale modeling.
  • 📚 My publications: Google Scholar
  • 📄 My website: xdong99.github.io
  • 📫 Reach me: xdong94@wisc.edu
  • ⚡ Fun fact: I am a photographer and a certified Getty Images contributor. I am a pro gamer for Hearthstone.
 Shiprock, NM
Shiprock, NM. Captured by me.

Recent News:

  • 08/11/2024
    Check out my latest research work:
    Topic: Data-Driven Stochastic Closure Modeling via Conditional Diffusion Model and Neural Operator
    Preprint: arXiv, submitted to the Journal of Computational Physics
    Code: Available here
    Presentation: I will be presenting at the American Physical Society Division of Fluid Dynamics (APS DFD 2024) from November 24-26, 2024, in Salt Lake City, UT.

Connect with me:

xinghaodong xav1er_1118

Languages and Tools:

cplusplus docker git java linux matlab opencv pandas python pytorch scikit_learn seaborn tensorflow unity

xdong99

Pinned Loading

  1. xdong99.github.io xdong99.github.io Public

    HTML

  2. google-research/torchsde google-research/torchsde Public archive

    Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

    Python 1.7k 226

  3. AIMS-Madison/SBM_FNO_Closure AIMS-Madison/SBM_FNO_Closure Public

    Jupyter Notebook 10