What Are Some Successful Applications of Predictive Analysis in Catalysis?
Predictive analysis has led to several successful applications in catalysis, including:
- Discovery of New Catalysts: For example, machine learning models have been used to identify new metal-organic frameworks (MOFs) with exceptional catalytic properties. - Optimization of Reaction Conditions: Predictive models have helped optimize temperature, pressure, and reactant concentrations for various industrial processes. - Understanding Reaction Mechanisms: Computational studies have elucidated complex reaction pathways, enabling the design of more efficient catalysts.
