Dr. Li Wang

CSENG Mathematics, School of
College of Science & Engineering
Twin Cities
Project Title: 
Taming High Dimensionality and Complexity With Physics Informed Deep Learning

This group is investigating several specific topics under the main theme:

  • Developing dimension reduction techniques for the multiscale inverse problem
  • Neural network based particle method for high dimensional kinetic equations
  • Derivative free ensemble method for Bayesian sampling
  • Developing multiscale multi-resolution neural network architectures

Project Investigators

Yan Huang
Dr. Li Wang
Francis Zhang
 
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