Stable a posteriori LES of 2D turbulence using convolutional neural networks: Backscattering analysis and generalization to higher Re via transfer learning

Document Details

Document Type
Pub Defense Publication
Publication Date
Jun 01, 2022
Source ID
10.1016/j.jcp.2022.111090

Entities

People

  • Adam Subel
  • Ashesh Chattopadhyay
  • Pedram Hassanzadeh
  • Yifei Guan

Organizations

  • National Science Foundation
  • Office of Naval Research

Tags

Technology Areas

  • AI & ML
  • AI & ML - Bayesian Inference
  • AI & ML - Neural Networks