Deep learning-enhanced ensemble-based data assimilation for high-dimensional nonlinear dynamical systems

Document Details

Document Type
Pub Defense Publication
Publication Date
Mar 01, 2023
Source ID
10.1016/j.jcp.2023.111918

Entities

People

  • Ashesh Chattopadhyay
  • Ebrahim Nabizadeh
  • Eviatar Bach
  • Pedram Hassanzadeh

Organizations

  • National Aeronautics and Space Administration
  • National Science Foundation
  • Office of Naval Research
  • Rice University

Tags

Technology Areas

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