Generative Ensemble Regression: Learning Particle Dynamics from Observations of Ensembles with Physics-informed Deep Generative Models

Document Details

Document Type
Pub Defense Publication
Publication Date
Jan 13, 2022
Source ID
10.1137/21m1413018

Entities

People

  • Constantinos Daskalakis
  • George Karniadakis
  • Liu Yang

Organizations

  • Air Force Office of Scientific Research

Tags

Technology Areas

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