Non-equilibrium Statistical Mechanics Courses and Certifications

International Centre for Theoretical Sciences

Brownian Colloids and Structured Light - Quo Vadis by GV Pavan Kumar

Explore the intersection of Brownian colloids and structured light, examining current research and future directions in this fascinating field of soft matter physics.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Quantum Many-Body Dynamics, Thermalization, Integrability-Breaking, and Many- by David Huse

Explore quantum many-body dynamics, thermalization, and integrability-breaking in this advanced physics lecture. Gain insights into complex quantum systems and their behavior under various conditions.

• YouTube
• 1 hour 39 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Quantum Many-Body Dynamics, Thermalization, Integrability-Breaking, and More by David Huse

Explore quantum many-body dynamics, thermalization, and integrability-breaking in this advanced physics lecture. Gain insights into complex quantum systems and their behavior under various conditions.

• YouTube
• 1 hour 56 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

How Things Break and Slide - Ever More Singular- Instability in Dynamic by Jay Fineberg

Explores dynamic instability in material fracture and sliding, examining singular behavior and its implications for understanding how things break and move under stress.

• YouTube
• 1 hour 31 minutes
• Self-Paced
• Free Video

Kavli Institute for Theoretical Physics

Introduction to Eigenstate Thermalization - Mark Srednicki

Explore eigenstate thermalization in quantum systems, covering equilibration, thermalization, and related phenomena in non-equilibrium long-range quantum matter.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Emergence of Mesoscale Flows Under Non-Equilibrium Drive in Crowded Environments

Delve into mesoscale flow dynamics in crowded environments under non-equilibrium conditions, exploring theoretical physics concepts and their emergence patterns in complex systems.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

The Fate of Shear-Oscillated Amorphous Solids

Explore the behavior of shear-oscillated amorphous materials using a coarse-grained model. Analyze steady states, critical thresholds, and transitions in poorly annealed and ultra-stabilized materials.

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

Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

Yielding in Colloidal Systems Far-From-Equilibrium: From Gels to Active Matter

Explore yielding in colloidal systems, from depletion gels to active colloids. Discover microscopic mechanisms behind counterintuitive phenomena and altered yielding under extreme conditions.

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

Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

A Microscopic, Experiment-Based View of the Yielding Transition - Part II

Explore microscopic perspectives on yielding transitions through experimental insights, advancing understanding in non-equilibrium physics and biology.

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

Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

A Microscopic, Experiment-Based View of the Yielding Transition - Part I

Explore microscopic perspectives on yielding transitions through experimental insights, focusing on non-equilibrium processes in physics and biology.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

PCS Institute for Basic Science

Non-Reciprocal Frustration: Time Crystalline Order-by-Disorder Phenomenon and Spin-Glass-Like States

Explore non-reciprocal frustration in dynamical systems, uncovering time crystalline order-by-disorder phenomena and spin-glass-like states. Gain insights into complex magnetic materials and non-reciprocal matter.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

PCS Institute for Basic Science

Geometric Decomposition of Entropy Production

Explore geometric decomposition of entropy production in nonequilibrium systems, analyzing different driving mechanisms and their contributions to excess and housekeeping entropy.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

PCS Institute for Basic Science

From KPZ Scaling to Long-Lived Solitons in the Classical Heisenberg Chain

Explore KPZ scaling and long-lived solitons in the classical Heisenberg chain, uncovering their origins and properties through innovative model interpolation and soliton analysis.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

Inside Livermore Lab

Fokker-Planck-Inverse Reinforcement Learning

Explore Fokker-Planck-Inverse Reinforcement Learning for revealing agent behavior rationale. Learn about a novel physics-aware algorithm inferring transition and reward functions from observed trajectories.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

From Stochastic Thermodynamics to Thermodynamic Inference

Explore stochastic thermodynamics and its application to nano-scale systems. Learn about thermodynamic inference for analyzing non-equilibrium systems and estimating entropy production.

• YouTube
• 43 minutes
• Self-Paced
• Free Video