Statistical Mechanics Courses and Certifications

USC Probability and Statistics Seminar

Critical Behaviour in Hierarchical Percolation - Statistical Mechanics Models

Explores critical behaviour in hierarchical percolation, discussing phase transitions, critical exponents, and their dimensional dependence. Presents new findings on critical behaviour across all dimensions.

• YouTube
• 51 minutes
• On-Demand
• Free Video

Institut des Hautes Etudes Scientifiques (IHES)

What Perturbative Field Theory Teaches Us About Statistical Analysis

Explore perturbative field theory's insights on statistical mechanics and functional analysis, addressing divergences and regularization in particle physics and optimal transportation.

• YouTube
• 57 minutes
• On-Demand
• Free Video

Institut des Hautes Etudes Scientifiques (IHES)

Systems with Coulomb Interactions: Mean-Field Limits and Statistical Mechanics - Lecture 4

Explore large particle systems with Coulomb repulsion, covering mean-field dynamics and statistical mechanics, including free energy expansion and fluctuations around mean-field limits.

• YouTube
• 2 hours 1 minute
• On-Demand
• Free Video

Institut des Hautes Etudes Scientifiques (IHES)

Systems with Coulomb Interactions: Mean-Field Limits and Statistical Mechanics - Lecture 3

Explore large particle systems with Coulomb repulsion, covering mean-field dynamics and statistical mechanics. Learn about modulated energy, free energy expansion, and fluctuations around mean-field limits.

• YouTube
• 2 hours 2 minutes
• On-Demand
• Free Video

Institut des Hautes Etudes Scientifiques (IHES)

Systems with Coulomb Interactions: Mean-Field Limits and Statistical Mechanics - Lecture 2

Exploración de sistemas de partículas con repulsión de Coulomb: límites de campo medio, dinámica y mecánica estadística. Análisis de expansión de energía libre y fluctuaciones.

• YouTube
• 1 hour 54 minutes
• On-Demand
• Free Video

Institut des Hautes Etudes Scientifiques (IHES)

Systems with Coulomb Interactions: Mean-Field Limits and Statistical Mechanics - Lecture 1

Explore large particle systems with Coulomb repulsion, covering mean-field dynamics and statistical mechanics. Learn about modulated energy, free energy expansion, and fluctuations around mean-field limits.

• YouTube
• 1 hour 55 minutes
• On-Demand
• Free Video

Institut des Hautes Etudes Scientifiques (IHES)

Random Field Ising Model and Parisi-Sourlas Supersymmetry - Lecture 4

Explore the Random Field Ising Model, Parisi-Sourlas supersymmetry, and dimensional reduction. Delve into recent theories explaining numerical evidence and discuss future research directions in statistical physics.

• YouTube
• 1 hour 48 minutes
• On-Demand
• Free Video

Institut des Hautes Etudes Scientifiques (IHES)

Random Field Ising Model and Parisi-Sourlas Supersymmetry - Lecture 3

Explore the Random Field Ising Model, Parisi-Sourlas supersymmetry, and dimensional reduction. Delve into recent theories explaining numerical evidence and discuss potential instabilities in supersymmetric fixed points.

• YouTube
• 2 hours 1 minute
• On-Demand
• Free Video

Institut des Hautes Etudes Scientifiques (IHES)

Random Field Ising Model and Parisi-Sourlas Supersymmetry - Lecture 2

Explore the Random Field Ising Model, Parisi-Sourlas supersymmetry, and dimensional reduction. Delve into recent theories explaining numerical evidence and discuss potential instabilities in supersymmetric fixed points.

• YouTube
• 2 hours 3 minutes
• On-Demand
• Free Video

Institut des Hautes Etudes Scientifiques (IHES)

Random Field Ising Model and Parisi-Sourlas Supersymmetry - Lecture 1

Explore the Random Field Ising Model, Parisi-Sourlas supersymmetry, and dimensional reduction. Delve into recent theories explaining numerical evidence and discuss potential instabilities in supersymmetric fixed points.

• YouTube
• 1 hour 40 minutes
• On-Demand
• Free Video

Galileo Galilei Institute

Bootstrapping the Ising Model on the Lattice

Explore advanced techniques for analyzing the Ising model on lattices using bootstrap methods, uncovering critical behavior and phase transitions in statistical physics.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Galileo Galilei Institute

The Fate of Parisi-Sourlas Supersymmetry in Random Field Ising Model

Explore the intricacies of Parisi-Sourlas Supersymmetry in the context of Random Field Ising model, delving into advanced theoretical physics concepts and their implications.

• YouTube
• 1 hour 40 minutes
• On-Demand
• Free Video

Galileo Galilei Institute

Introduction to the Dynamics of Disordered Systems - Equilibrium and Gradient Descent - Part 3

Explore equilibrium dynamics and gradient descent in disordered systems, focusing on theoretical concepts and practical applications in statistical physics and optimization.

• YouTube
• 1 hour 36 minutes
• On-Demand
• Free Video

Galileo Galilei Institute

Introduction to the Dynamics of Disordered Systems - Part II

Explore advanced concepts in disordered system dynamics, focusing on theoretical frameworks and analytical techniques for understanding complex physical phenomena.

• YouTube
• 1 hour 42 minutes
• On-Demand
• Free Video

Galileo Galilei Institute

Integrable Quantum Circuits from Statistical Mechanics

Explore quantum integrability and its applications in out-of-equilibrium physics, focusing on constructing integrable quantum circuits using statistical mechanics methods.

• YouTube
• 23 minutes
• On-Demand
• Free Video