Ongoing Research Themes

Bayesian Inference

  • Parameter estimation
  • Data assimilation
  • Simultaneous state and parameter estimation

Machine Learning

  • Patter recognition
  • Reinforcement learning
  • Inference of causal graphs
  • Bayesian machine learning

Applications

  • Space and Terrestrial Weather
  • Personalized Medicine
  • Sequential decision support
  • Atmospheric modeling
  • Robotics