Lectures related to Graph Coloring: Entropy and Free Energy

Covers the basics of information theory, entropy, and fixed points in graph colorings and the Ising model.

Compares random and symmetrical graph coloring in terms of cluster colorability and equilibrium.

Energy Minimization in Biological Systems: Equilibrium Models

Covers energy minimization models in biological systems, focusing on equilibrium and the roles of entropy and hydrophobicity.

Statistical Physics of Clusters

Explores the statistical physics of clusters, focusing on complexity and equilibrium behavior.

Second Law of Thermodynamics

Explores the Second Law of Thermodynamics, Gibbs Free Energy, equilibrium constants, and Le Châtelier's Principle.

Replica Symmetry Breaking: Full Solution & Condensation

Explores Replica Symmetry Breaking in the Random Energy Model, discussing configurational entropy and condensation.

Chemical Equilibria and Reactivity

Covers the concepts of energy types, entropy, second principle, and Gibbs free energy.

Symmetry and Conservation in the Cell

Explores exceptions to thermodynamics, entropy, free energy, entropic springs, phase transitions, and polymer mixtures in cellular organization.

Thermodynamics: Entropy, Spontaneity, and Free Energy

Explores heat capacity, entropy, spontaneity, and free energy in chemical reactions, emphasizing the relationship between entropy and disorder.

Thermodynamics: Entropy and Gibbs Free Energy

Explores thermodynamics, entropy, and Gibbs free energy to predict reaction spontaneity and understand absolute entropy.

Thermodynamics: Entropy and Ideal Gases

Explores entropy, ideal gases, and TDS equations in thermodynamics, emphasizing the importance of the Clausius inequality and the Carnot cycle.

Replica Method: Analytical Prolongation

Explores the replica method in determining the expectation of log z as small n approaches zero, showcasing mathematical challenges and solutions.

Applications des potentiels thermodynamiques: Equilibre entre phases

Discusses equilibrium between phases, the Clausius-Clapeyron equation, and specific Gibbs free energy.

Phase Boundaries: Second Order Phase Transitions & Specific Heat

Explores second order phase transitions and specific heat near critical temperature.

Entropy and Carnot Cycle

Covers entropy, Carnot cycle optimality, and free energy minimization in spontaneous processes.

Curie Weiss Model

Covers the Curie-Weiss model in Statistical Physics, including magnetization probability, free entropy, and the cavity method.

Graph Matching Entropy

Explores the relationship between matchings, entropy, and Bethe free entropy in random graphs.

Thermodynamics: Spontaneity and Entropy

Explores spontaneity in chemical reactions, entropy, and Gibbs free energy, emphasizing the prediction of reaction spontaneity under different conditions.

Thermodynamics: Fundamentals and Applications

Explores the basics of thermodynamics, including energy transformation, laws, and entropy.

Information Measures: Entropy and Information Theory

Explains how entropy measures uncertainty in a system based on possible outcomes.