Research

Application-agnostic Machine Learning

In this thust I particularly focus on understanding the behavior of ML model

Dynamical System Viewpoint of Machine Learning

Characterization of the ML models' learning behavior with input from data

Scientific Machine Learning

The intersection between the challenges from the ML model and the scientific application

Lifelong Machine Learning

The intersection of ML models, learning Mechanism and scientific Application