My research interests include topological data analysis , pattern recognition, dynamical systems, and climate science.
In particular, I am working on the use of topological methods and machine learning techniques for detecting extreme weather events (patterns) in climate data.
First project is about detecting atmospheric rivers in climate model output and reanalysis products. You can find more details on Dr. Vitaliy Kurlin's blog.
Second project concerns development of methods for detecting wave phenomena in the atmosphere or oceans.