Non-equilibrium Statistical Mechanics Courses and Certifications

NPTEL;  IIT Madras

Physics - Nonequilibrium Statistical Mechanics

Explore advanced concepts in nonequilibrium statistical mechanics, including Langevin models, linear response theory, Fokker-Planck equations, and critical phenomena, with practical applications and quizzes.

• YouTube
• 1 day 9 hours
• Self-Paced
• Free Video

Advanced Thermodynamics: Fundamental Concepts and First Law of Thermodynamics - Lecture 1

Master fundamental thermodynamics concepts including system properties, states, energy conservation, and equilibrium states through comprehensive coverage of definitions, laws, and practical applications.

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

Institut Henri Poincaré

Stochastic Dynamics Out of Equilibrium

Explore advanced stochastic dynamics beyond equilibrium through transport phenomena, simulation methods, and life sciences applications in this comprehensive mathematical physics program.

• YouTube
• 1 day 8 hours 43 minutes
• Self-Paced
• Free Video

ICTP Condensed Matter and Statistical Physics

School on Quantum Many-Body Phenomena out of Equilibrium - From Chaos to Criticality

Explore quantum many-body dynamics from chaos to criticality through theoretical lectures and experimental platforms covering thermalization, scrambling, and phase transitions.

• YouTube
• 1 day 23 minutes
• Self-Paced
• Free Video

ICTP Condensed Matter and Statistical Physics

Physics of Complex Systems - Spring College

Explore complex systems through statistical physics, random matrices, biological optimization, thermodynamics, and bacterial physiology in this intensive program from leading researchers.

• YouTube
• 2 days 9 hours 43 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Statistical Physics of Complex Systems - 2022

Explore advanced statistical physics concepts through expert lectures on integrable systems, phase transitions, thermodynamic uncertainty relations, and active matter dynamics.

• YouTube
• 1 day 3 hours 55 minutes
• Self-Paced
• Free Video

ICTP Mathematics

Nonlocal Partial Differential Equations and Applications to Geometry, Physics and Probability

Explore advanced mathematical techniques in nonlocal partial differential equations with applications spanning plasma physics, geometry, and probability theory.

• YouTube
• 1 day 14 hours 4 minutes
• Self-Paced
• Free Video

Bioinformatics With BB

Molecular Dynamics Simulations with Gromacs - Beginner Tutorial Session 2

Learn MD simulation steps, RMSD/RMSF graph generation in Windows using Gromacs. Covers system preparation, energy minimization, equilibration, and analysis for molecular dynamics simulations.

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

International Centre for Theoretical Sciences

Physics of Biological Membranes

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Explore the physics of biological membranes, covering lipid bilayers, surface energy, curvature, fluctuations, and non-equilibrium processes in this comprehensive lecture on membrane biophysics.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

The Landauer Limit and Thermodynamics of Biological Computation

Explore the intersection of physics, information theory, and biological computation, focusing on the Landauer limit and its implications for engineered and natural systems.

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

Death and Resurrection of the Zeroth Principle

Explore the intriguing concept of the Zeroth Principle, its demise, and potential revival in this thought-provoking lecture from the Santa Fe Institute.

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

Nonequilibrium Physics in Living Systems

Explore the fascinating intersection of physics and biology, uncovering how nonequilibrium principles shape living systems and their complex behaviors.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Randomness Everywhere - Understanding Random Walk Models and Their Applications

Explore the fascinating world of randomness with physicist Sid Redner. Discover how random walk models explain everyday phenomena, from stock prices to gambling, and their applications in various fields.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

Symmetry Breaking and Non-Equilibrium Phenomena - Lecture 3

Explore symmetry breaking and non-equilibrium phenomena in complex systems, covering topics from brain theory to thermal equilibrium and the El Farol problem.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

A Markov Chain Theory of Self-Organization in Nonequilibrium Systems

Explore the groundbreaking theory of 'rattling' in nonequilibrium systems and its role in predicting ordered states across scientific domains, from living systems to statistical mechanics.

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