Statistical Mechanics Courses and Certifications

PoreLab

Non-equilibrium Theory for Non-ergodic Systems Based on Time-and-Space Averaging

Explore non-equilibrium theory for non-ergodic systems using time-and-space averaging, focusing on internal energy dynamics and applications to immiscible fluid flow in porous media.

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

ATOMS UFRJ

Statistical Mechanics of Self-Assembly in Liquid Crystals and Biopolymers

Explore statistical mechanics of self-assembly in liquid crystals and biopolymers with Prof. Achille Giacometti, delving into complex molecular interactions and structures.

• YouTube
• 50 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, examining mean-field dynamics and statistical mechanics using modulated energy approaches and free energy expansions.

• 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 using modulated energy and free energy expansion approaches.

• 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

Explore Coulomb-type repulsion in large particle systems, covering mean-field dynamics and statistical mechanics with focus on free energy expansion and fluctuations.

• 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, examining mean-field dynamics and statistical mechanics using modulated energy approaches and free energy expansions.

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

Institut des Hautes Etudes Scientifiques (IHES)

Scaling Limits of Disordered Systems

Explore scaling limits of disordered systems, focusing on the Poland-Scheraga model for DNA denaturation and its phase transition effects.

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

Institut des Hautes Etudes Scientifiques (IHES)

Fredrickson-Andersen 2-Spin Facilitated Model - Sharp Threshold

Explore sharp threshold results for the Fredrickson-Andersen 2-spin facilitated model, examining relaxation mechanisms and proof techniques for interacting particle systems with kinetic constraints.

• YouTube
• 50 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 applications in particle physics, statistical mechanics, and functional analysis, focusing on divergence regularization and optimal transportation.

• YouTube
• 57 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 potential loss of supersymmetry in specific dimensions.

• 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 potential loss of supersymmetry in specific dimensions.

• 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 potential loss of supersymmetry in specific dimensions.

• 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 potential loss of supersymmetry in specific dimensions.

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

Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Entropy Estimators for Markovian Systems

Explore entropy estimators for Markovian systems, delving into advanced concepts and methodologies in statistical physics and complex systems analysis.

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

Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

An Out-of-Equilibrium 1D Particle System Undergoing Perfectly Plastic Collisions

Explore a 1D particle system with perfectly plastic collisions, analyzing out-of-equilibrium dynamics and complex system behavior in physics.

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