Cavity method and Approximate Message Passing

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Related lectures (21)

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States and Phases: Introduction to Thermal Properties

Covers states, phases, and thermal properties in materials, including phase transformations and phase diagrams.

Thermodynamic Properties: Equations and Models

Explains thermodynamic properties, equations of state, and mixture rules for energy systems modeling.

Thermodynamic Equilibria: Concepts and Calculations

Covers basic thermodynamic conventions, chemical potential, vapor pressure, and the relationship between chemical potential and pressure in gases.

Hydrogen Evolution Catalysis

Explores hydrogen evolution catalysis, including Fe-porphyrin overpotential, HER mechanisms, and molecular catalyst applications.

Polymer Phase Behavior

Explores the physical chemistry of polymeric materials, emphasizing concentrated solutions and phase separation behavior.

Solidification Models: Equilibrium & Non-equilibrium

Explores equilibrium and non-equilibrium solidification models, diffusion simulation in brazing, multicomponent diffusion theory, kinetic modeling, and precipitation reactions.

Approach to Thermodynamic Equilibrium: Electrolysis of Water

Explores the application of thermodynamic potentials through the example of electrolysis of water.

Thermodynamic Systems: First Principle and Applications

Covers thermodynamic systems, the first principle, and their applications in physics.

Thermodynamic Functions and Calorimetric Coefficients

Discusses thermodynamic functions, calorimetric coefficients, and their relationships in physical systems.

Phase transitions in curie-weiss model

Explores phase transitions in the Curie-Weiss model, illustrating the differences between second and first-order transitions and their relevance to real thermodynamic systems.