Surrogate modeling for fluid flows based on physics-constrained deep learning without simulation data

Document Details

Document Type
Pub Defense Publication
Publication Date
Apr 01, 2020
Source ID
10.1016/j.cma.2019.112732

Entities

People

  • Han Gao
  • Jian-Xun Wang
  • Luning Sun
  • Shaowu Pan

Organizations

  • China Scholarship Council
  • Defense Advanced Research Projects Agency
  • National Science Foundation

Tags

Technology Areas

  • AI & ML
  • AI & ML - Bayesian Inference
  • AI & ML - Machine Learning Algorithms
  • AI & ML - Neural Networks