Statistical mechanics

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Related lectures (32)

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Generalized Coordinates: Constraints, Equilibria, Stability

Covers generalized coordinates, constraints, degrees of freedom, and equilibrium points in mechanics.

Euclidean Path Integrals: Harmonic Oscillator

Explores the Euclidean path integral formalism, with a focus on the harmonic oscillator.

Existence of Gibbs measures

Explores quasilocality in statistical mechanics and the existence conditions of Gibbs measures.

Physics Principles and Mechanics

Explores fundamental physics principles, with a focus on mechanics and thermodynamics, emphasizing real-world applications.

Statistical Physics of Learning

Offers insights into the statistical physics of learning, exploring the relationship between neural network structure and disordered systems.

Statistical Thermodynamics: Boltzmann Distribution

Covers the Boltzmann distribution in statistical thermodynamics, focusing on the harmonic oscillator system and analyzing state occupancy with varying temperatures.

Geometric Potentials and Thermodynamic Formalism

Explores geometric potentials, equilibrium states, and topological pressure in dispersing billiard maps.

Mechanics: Forces and Motion

Covers the principles of mechanics, focusing on forces and motion in various scenarios.

Monte Carlo Simulations

Covers the theory and practical aspects of Monte Carlo simulations in molecular dynamics, including ensemble averages and Metropolis algorithm.

Statistical Physics: Entropy

Explores statistical physics concepts like equiprobable microstates, entropy, and canonical ensembles, with applications in quantum mechanics and semiconductor physics.