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