Non-equilibrium Statistical Mechanics Courses and Certifications

Non-Equilibrium Applications of Statistical Thermodynamics

83 ratings at Coursera

Apply non-equilibrium statistical thermodynamics: derive ideal gas transport properties from the Boltzmann equation and Chapman-Enskog solution, use spectroscopic diagnostics, and compute combustion reaction rates.

• Coursera
• 3 weeks, 3 hours a week
• Self-Paced
• Paid Course

Advanced statistical physics

We explore statistical physics in both classical and open quantum systems. Additionally, we will cover probabilistic data analysis that is extremely useful in many applications.

• edX
• 10 weeks, 3-5 hours a week
• Self-Paced
• Free Online Course (Audit)

NPTEL;  IIT Madras

Physics - Nonequilibrium Statistical Mechanics

Explores nonequilibrium statistical mechanics through Langevin dynamics, linear response, Fokker–Planck equations, Boltzmann kinetics, diffusion, and critical phenomena.

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

Advanced Thermodynamics - Spring 2024

Master advanced thermodynamics principles, from equilibrium properties to nonequilibrium phenomena, with applications in energy systems and climate engineering technologies.

• YouTube
• 1 day 16 hours 36 minutes
• Self-Paced
• Free Video

NPTEL;  IIT Madras

Topics in Nonlinear Dynamics

Explore nonlinear dynamical behavior through phase-space flows, Hamiltonian dynamics, bifurcations, limit cycles, and discrete-time systems.

• YouTube
• 1 day 5 hours
• Self-Paced
• Free Video

NPTEL;  IIT Madras

Topics in Nonlinear Dynamics

This is a basic course in classical mechanics at the senior undergraduate/ master's level. It covers the standard topics in this subject, including the Lagrangian and Hamiltonian formalisms. It also places the subject in the broader context of classical…

• YouTube
• 1 day 5 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

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

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

Introduction to Nonequilibrium Theory: Onsager Reciprocity and Maximum Entropy Production - Lecture 21

Delve into advanced thermodynamics concepts including Onsager reciprocity, thermal conductivity tensors, and nonequilibrium theory through detailed mathematical derivations and practical applications.

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

NPTEL-NOC IITM

Open Quantum Systems: Optical Master Equation, Thermalization

Explore the dynamics of two-level systems interacting with electromagnetic baths, focusing on thermalization processes and decoherence through optical master equations.

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

ICTP Condensed Matter and Statistical Physics

Quantum Gas Microscopy of Hubbard Systems Out of Equilibrium

Explore quantum gas microscopy techniques for studying Hubbard systems in non-equilibrium states, focusing on cutting-edge research in condensed matter physics.

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

ICTP Condensed Matter and Statistical Physics

Ergodicity and Its Breaking Through the Prism of Quantum Entanglement - Part 1

Explore quantum entanglement's role in ergodicity breaking, examining models, experiments, and concepts like thermalization and prethermalization in statistical mechanics.

• YouTube
• 1 hour 28 minutes
• Self-Paced
• Free Video

ICTP Condensed Matter and Statistical Physics

Experimental Approaches to the Non-Equilibrium Physics of Complex Quantum Materials

Explore experimental methods for studying non-equilibrium physics in complex quantum materials, focusing on cutting-edge techniques and their applications.

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