Lectures related to Phase Diagrams: Understanding State Transitions

Covers the history and usage trends of Thermo-Calc software for materials engineering.

Analyzes thermoelastic and calorimetric coefficients using an elastic wire example.

Explores decision trees for classification, entropy, information gain, one-hot encoding, hyperparameter optimization, and random forests.

Covers the concepts of microstates and macrostates in thermodynamics, focusing on entropy and its implications for isolated systems.

Explores deriving key identities for statistical physics and their application in Gaussian denoising problems.

Explores intermolecular forces, surface tension, liquid films, and soap bubble behavior.