Project title:
Accelerating the discovery of new materials with machine learning
Description:
I am working on a range of different aspects of autonomous discovery of clean energy materials.The current paradigm for discovery of clean energy materials is based on human intuition and expensive simulations, but as the problems and data become more complicated we might benefit from latest advancement in artificial intelligence. I am developing new machine learning methods and applications within deep learning, generative models and inverse design.