Полынский М.В. - Towards Artificial Intelligence in Chemistry via the Rational Design - Lecture 11

Predicting Organic Reactions with Machine Learning 00:00:19 Introduction 00:03:14 Organic Chemical Reaction. Objectives for ML in Organic Chemistry 00:08:32 Summary 00:08:47 Reasons for the overwhelming Diversity of Organic Chemistry 00:15:37 Classification(s) of Organic Reactions 00:19:43 Case studies 00:20:10 Using machine learning to predict suitable conditions for organic reactions 00:46:03 Predicting the regioselectivity of electrophilic aromatic substitution reactions using machine learning 01:00:19 Predicting outcomes of complex organic chemistry reactions Ссылка на плейлист: