A composite neural network that learns from multi-fidelity data: Application to function approximation and inverse PDE problems

Document Details

Document Type
Pub Defense Publication
Publication Date
Jan 01, 2020
Source ID
10.1016/j.jcp.2019.109020

Entities

People

  • George Karniadakis
  • Xuhui Meng

Organizations

  • Air Force Office of Scientific Research
  • Defense Advanced Research Projects Agency
  • United States Department of Energy

Tags

Technology Areas

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