CHEM 593. Statistical Mechanics and Machine Learning for Chemistry.
Credits: 3
Offered by: Chemistry (Faculty of Science)
This course is not offered this catalogue year.
Description
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.
- Prerequisite: CHEM 345. Recommended: CHEM 365
- Winter
- Term paper
- Recommended: CHEM 345 and CHEM 365