How Does Data Science Facilitate Reaction Mechanism Elucidation?
Data science enables the elucidation of reaction mechanisms by analyzing kinetic and spectroscopic data to identify intermediates and transition states. Machine learning models can be trained to recognize specific patterns indicative of certain reaction pathways. This capability enhances the understanding of how reactions proceed on a molecular level, facilitating the rational design of more effective catalysts.
