Lecture

Kinetic Isotope Effects and Linear Free Energy Relationships

Description

This lecture covers the principles of kinetic isotope effects, where isotopes influence reaction kinetics due to differences in mass. It also delves into Linear Free Energy Relationships (LFER), which quantify substituent effects on barrier heights. The discussion includes topics such as ZPE, force constants, and activation energies. Various machine learning methods are introduced, including Decision Trees, Random Forests, and Perceptrons, with chemical examples provided. The lecture emphasizes the application of machine learning in chemistry, particularly in predicting chemical properties and understanding reaction mechanisms.

About this result
This page is automatically generated and may contain information that is not correct, complete, up-to-date, or relevant to your search query. The same applies to every other page on this website. Please make sure to verify the information with EPFL's official sources.