CHEM 593 — Statistical Mechanics and Machine Learning for Chemistry

Intermediate topics in statistical mechanics and related machine learning: ensemble theory, critical phenomena, static and time-dependent phenomena, linear response and fluctuations, Monte Carlo and molecular dynamics simulation methods, data driven simulation methods: MaxEnt modeling, generative machine learning, active learning.

• Credits: 3
• Faculty: Faculty of Science
• Department: Chemistry