Non-equilibrium Statistical Mechanics Courses and Certifications

Institut Henri Poincaré

Fokker-Planck Equations of Neuron Networks: Understanding Time Periodic Solutions

Explore Fokker-Planck equations in neuron networks, focusing on time periodic solutions and their implications for neural dynamics.

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

Institute for Pure & Applied Mathematics (IPAM)

Macroscopic Dynamics for Nonequilibrium Biochemical Reactions from a Hamiltonian Perspective

Explore Hamiltonian perspectives on macroscopic dynamics of nonequilibrium biochemical reactions, covering thermodynamic limits, Hamilton-Jacobi equations, and metastable state transitions.

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

ICTP-SAIFR

Non-Equilibrium Dynamics in Disordered Systems - Class 1

Explore non-equilibrium dynamics in disordered quantum many-body systems with expert Daniel Stariolo in this foundational physics lecture from ICTP-SAIFR's specialized school.

• YouTube
• 1 hour 33 minutes
• Self-Paced
• Free Video

ICTP-SAIFR

Non-Equilibrium Dynamics in Disordered Systems - Class 3

Explore non-equilibrium dynamics in disordered quantum many-body systems through advanced theoretical frameworks and mathematical approaches in this specialized physics lecture.

• YouTube
• 1 hour 25 minutes
• Self-Paced
• Free Video

Centre de recherches mathématiques - CRM

Exact Results in Non-Equilibrium Statistical Mechanics - Part IV

Explore advanced concepts in non-equilibrium statistical mechanics, including Work Identities, Fluctuation Theorem, and Macroscopic Fluctuation Theory. Learn how integrability techniques yield exact solutions in nonequilibrium physics.

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

Centre de recherches mathématiques - CRM

Exact Results in Non-Equilibrium Statistical Mechanics - Part III

Explore advanced concepts in non-equilibrium statistical mechanics, including Work Identities, Fluctuation Theorem, and Macroscopic Fluctuation Theory. Discover how integrability techniques yield exact solutions in nonequilibrium physics.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

Centre de recherches mathématiques - CRM

Exact Results in Non-Equilibrium Statistical Mechanics - Part II

Explore advanced concepts in non-equilibrium statistical mechanics, including Work Identities, Fluctuation Theorem, and Macroscopic Fluctuation Theory. Learn how integrability techniques yield exact solutions.

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

Centre de recherches mathématiques - CRM

Exact Results in Non-Equilibrium Statistical Mechanics - Part I

Explore recent advancements in non-equilibrium statistical mechanics, including Work Identities, Fluctuation Theorem, and Macroscopic Fluctuation Theory. Learn how integrability techniques yield exact solutions.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Video

Non-Equilibrium Applications of Statistical Thermodynamics

83 ratings at Coursera

Explore transport in gases, spectroscopic methods for thermodynamic analysis, and chemical kinetics with focus on combustion. Gain practical skills in determining properties and using computational tools.

• Coursera
• 7 hours 42 minutes
• Self-Paced
• Paid Course

Advanced Thermodynamics

Master advanced thermodynamics principles and applications, from equilibrium properties to nonequilibrium phenomena, with focus on energy systems, chemical kinetics, and transport processes for modern engineering challenges.

• MIT OpenCourseWare
• Self-Paced
• Free Online Course

Analysis of Transport Phenomena

Master mathematical modeling techniques for transport phenomena, covering scaling, asymptotics, fluid mechanics, convection, and electrochemical transport in this graduate-level introduction.

• MITx Online
• 5 weeks, 10-12 hours/week
• Self-Paced
• Free Online Course

Instituto de Matemática Pura e Aplicada

Variational Formulations of Fokker-Planck Equations: Theory and Applications to Stability - Lecture 1

Explore variational formulations of Fokker-Planck equations, focusing on theory and applications to stability. Gain insights into advanced mathematical concepts at the doctorate level.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Video

Centre International de Rencontres Mathématiques

Spectral Properties of Levy Fokker-Planck Equations

Explore spectral properties of Levy Fokker-Planck equations in this mathematical conference talk by Maria del Mar González at CIRM.

• YouTube
• 44 minutes
• 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

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