Лекция 11. Predicting Organic Reactions with Machine Learning

  1. 00:19Introduction
  2. 03:14Organic Chemical Reaction. Objectives for ML in Organic Chemistry
  3. 08:32Summary
  4. 10:32Reasons for the overwhelming Diversity of Organic Chemistry
  5. 15:37Classification(s) of Organic Reactions
  6. 19:43Case studies
  7. 20:10Using machine learning to predict suitable conditions for organic reactions
  8. 46:03Predicting the regioselectivity of electrophilic aromatic substitution reactions using machine learning
  9. 01:00:19 Predicting outcomes of complex organic chemistry reactions