Лекция 10. Rational Design of Catalysts

  1. 00:19 Introduction
  2. 01:22Catalyst
  3. 10:53Catalytic activity
  4. 23:03Deactivation via Catalyst Poisoning
  5. 25:44Why Multivariate Optimization is Important
  6. 29:35Feature importance for multiparametric optimization
  7. 53:53Molecular volcano plots for homogeneous catalyst prediction
  8. 01:15:23Brønsted-Evans-Polanyi Relation and ML for fast prediction of a heterogeneous catalytic mechanism
  9. 01:19:53Coupling high-throughput experimentation with ML for catalyst prediction