Machine Learning for Materials and Chemicals Discovery.

In this talk, I will discuss the recent progress of my research group in machine learning. In particular, I will discuss the use of regression and generative models for the discovery of novel materials in a variety of spaces including organic light emitting diodes and organic flow batteries. I will review the challenges and opportunities for the design of materials using high-throughput methods.