Non-equilibrium Statistical Mechanics Courses and Certifications

Hausdorff Center for Mathematics

Mesoscale Crystal Plasticity Based on Continuum Dislocation Dynamics

Explores mesoscale crystal plasticity using continuum dislocation dynamics, presenting a novel mathematical model and numerical solution for predicting dislocation patterns in metal crystals.

• YouTube
• 1 hour
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Statistical Physics of Active Matter - Lecture 1 by Sriram Ramaswamy

Explore the fascinating world of active matter in statistical physics. Learn about emergent behaviors, non-equilibrium dynamics, and collective phenomena in systems of self-propelled particles.

• YouTube
• 1 hour 38 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Non-Equilibrium Statistical Physics - Introductory Examples by Sidney Redner

Introductory examples of non-equilibrium statistical physics, covering advanced concepts for PhD students and researchers. Bridges gap between masters-level courses and current research frontiers.

• YouTube
• 1 hour 34 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Generalized Hydrodynamics of the Hyperbolic Calogero-Moser Model by Herbert Spohn

Explores generalized hydrodynamics of the hyperbolic Calogero-Moser model, covering 1D classical fluids, conservation laws, scattering shifts, and hydrodynamic equations. Includes discussion on Toda fluids and rational models.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Introduction to Stochastic Modeling in Evolution - Lecture 1

Explore stochastic modeling in evolution, covering heritability, Mendel's experiments, neutral evolution, random genetic drift, and fixation probability through lectures and experiments.

• YouTube
• 1 hour 41 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Motility-Regulation and Self-Organization in Active Matter by Julien Tailleur

Explore self-organization principles in active matter systems, from bacterial colonies to colloids. Learn about motility regulation, quorum sensing, and pattern formation in non-equilibrium physics.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Mesoscopic Aspects of Classical Transport - Lecture 1

Explore mesoscopic aspects of classical transport, covering equilibrium models, time reversal, entropy, and non-equilibrium states. Gain insights into fluctuations in nonequilibrium systems and their applications.

• YouTube
• 1 hour 32 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Dynamical Phase Transitions in Markov Processes by Hugo Touchette

Explore dynamical phase transitions in Markov processes, contrasting with equilibrium transitions and examining a Brownian motion model showcasing localization-delocalization phenomena.

• YouTube
• 1 hour
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Large Deviations of Markov Processes - Part 1

Explore large deviation theory in statistical physics, covering Markov processes, dynamical observables, and advanced mathematical concepts. Gain insights into recent developments and applications in nonequilibrium systems.

• YouTube
• 1 hour 38 minutes
• Self-Paced
• Free Video

BSS Physics School

Driven Quantum Dynamics I - July 3

Explore driven quantum dynamics with Anushya Chandran. Delve into advanced concepts and theories in this comprehensive lecture from the BSS Physics School.

• YouTube
• 1 hour 38 minutes
• Self-Paced
• Free Video

BSS Physics School

Thermalization and Many-Body Localization - Part I

Explore thermalization and many-body localization with David Huse in this advanced physics lecture, delving into fundamental concepts and recent developments.

• YouTube
• 1 hour 40 minutes
• Self-Paced
• Free Video

ICTP Condensed Matter and Statistical Physics

Phases of Matter in Periodically-Driven Floquet Systems - Lecture 1

Explore periodically-driven Floquet systems and their unique phases of matter. Gain insights into cutting-edge research in condensed matter physics.

• YouTube
• 1 hour 40 minutes
• Self-Paced
• Free Video

Valence Labs

Stochastic Interpolants: A Unifying Framework for Flows and Diffusions - Lecture

Explore a unified framework for generative models, bridging flow-based and diffusion-based methods using stochastic interpolants. Learn about probability flow equations, likelihood estimation, and applications in AI for drug discovery.

• YouTube
• 1 hour 40 minutes
• Self-Paced
• Free Video

Valence Labs

An Optimal Control Perspective on Diffusion-Based Generative Modeling

Explore optimal control theory's connection to diffusion-based generative modeling. Gain insights into stochastic differential equations, Hamilton-Jacobi-Bellman equations, and novel sampling methods for unnormalized densities.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

ICTP-SAIFR

School on Emergent Phenomena in Non-Equilibrium Quantum Many-Body Systems

Explore non-equilibrium quantum many-body systems through expert lectures on lattice gauge theories, atom-light interactions, Rydberg arrays, and driven open systems.

• YouTube
• 1 day 10 hours 34 minutes
• Self-Paced
• Free Video