2020_21
Educational guide 
Faculty of Chemistry
A A 
english 
Synthesis, Catalysis and Molecular Design (2013)
 Subjects
  COMPUTATIONAL MODELLING IN CATALYSIS AND MATERIALS SCIENCE
   Contents
Topic Sub-topic
1. Machine Learning in catalysis: Dataset selection. Descriptors.CoMFA (Comparative Field Analysis) method. Linear and non-linear relationships. Case studies.
2. Advance methods for exploring potential energy surfaces: Definitions. Minimization methods. Location of transition states.
3. Simulation techniques. Definitions. Molecular Dynamics (MD). Monte-Carlo method. Ab initio Molecular Dynamics (AIMD)
4. Methods using periodicity. Band theory

5. Kinetic analysis of the reaction. Microkinetic analysis.