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CHEM 593 Statistical Mechanics and Machine Learning for Chemistry (3 credits)

Offered by: Chemistry (Faculty of Science)

Overview

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.

Terms: Winter 2025

Instructors: Simine, Yelena (Winter)

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