Lectures related to Graph Matching Entropy

Replica Symmetry Breaking: Full Solution & Condensation

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

Energy Minimization in Biological Systems: Equilibrium Models

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

Thermodynamic Identity: Entropy and Energy

Explores the thermodynamic identity, entropy-temperature relationship, and pressure definition, illustrating key principles with practical examples.

Algorithms & Growth of Functions

Covers optimization algorithms, stable matching, and Big-O notation for algorithm efficiency.

Information Theory: Basics

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

Entropy and the Second Law of Thermodynamics

Covers entropy, its definition, and its implications in thermodynamics.

Exergy and Thermodynamics

Explores exergy, entropy, and thermodynamic efficiencies in closed and open systems.

Variational Formulation: Information Measures

Explores variational formulation for measuring information content and divergence between probability distributions.

Graph Coloring: Entropy and Free Energy

Explains entropy and free energy computation in graph coloring.

Information Measures: Entropy and Information Theory

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

Statistical Definition of Entropy: Microstates and Macrostates

Covers microstates, macrostates, entropy, and density of states in statistical mechanics.

Conservation Laws in Plasma Physics

Covers the conservation laws in plasma physics, highlighting entropy, energy, and momentum conservation.

Phase Transitions: Understanding Thermodynamic Stability

Explores phase transitions in thermodynamics, focusing on stability criteria and real-world applications.

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.

Chemistry: Atomic Structure and Thermodynamics

Covers atomic structure, thermodynamics, material properties, and ideal gas law.

Bipartite systems - Entanglement

Covers the concept of entanglement in bipartite systems, focusing on entropy and Schmidt decomposition.

Entropy in Neuroscience and Ecology

Delves into entropy in neuroscience data and ecology, exploring the representation of sensory information and the diversity of biological populations.

Thermodynamics: Entropy and Gibbs Free Energy

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

Second Principle: Entropy

Explores the second principle of thermodynamics, emphasizing entropy's role in system evolution and equilibrium.