Research Interests

1. Machine learning algorithms and applications;
   • Support vector machines (SVM)
   • Pre-image algorithms of kernel methods
   • Applications of SVMs to the estimation of atmospheric moisture transports
   • Autonomous vehicle navigation

2. Statistical climate forecasting;
   • A neural network model.
     The latest forecasts of NINO3
   • A POP model
   • Analysis of Arctic sea ice
   • A "clearning" neural network with continuity constraint

3. Conceptual modeling of thermohaline circulation;
   • A coupled atmosphere-ocean box model