Applications of Machine Learning to Process Chemistry

This presentation will focus on how machine learning is assisting in solving process chemistry challenges. Multiple use-cases will be presented, along with an overview of emerging techniques. The target audience is generalist chemists who want to learn more about this emerging field. - An overview of data-driven modelling and prediction in chemistry - Applications of classical machine learning for reaction design - Reaction optimization using machine learning - Synthesis route prediction - Reaction condition prediction