Fokker Planck Equation Courses and Certifications

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
• On-Demand
• Free Online Course (Audit)

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
• On-Demand
• Free Online Course

ICTP Mathematics

Entropy Method for Hypocoercive BGK and Fokker-Planck Equations

Explore entropy methods for hypocoercive equations, focusing on BGK and Fokker-Planck models. Learn about decay rates, auxiliary functionals, and regularization techniques in non-symmetric systems.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Online Course

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
• On-Demand
• Free Online Course

Hausdorff Center for Mathematics

Entropy Techniques for Nonlinear Partial Differential Equations - A Few Examples

Explore entropy techniques for nonlinear PDEs, focusing on Fokker-Planck equations. Learn applications in polymeric fluids, molecular dynamics, and high-dimensional algorithms.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Online Course

Hausdorff Center for Mathematics

Kinetic Theory of Social Phenomena I

Explore statistical mechanics of multi-agent systems to explain distributions in human activities, focusing on skewed distributions in economics and social sciences.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Online Course

Hausdorff Center for Mathematics

The Functional Volume Product Under Heat Flow

Explores monotonicity of functional volume product along Fokker-Planck heat flow, leading to improved Borell's hypercontractivity and Laplace transform quasi-norm lower bound.

• YouTube
• 29 minutes
• On-Demand
• Free Online Course

Institute for Pure & Applied Mathematics (IPAM)

Conservative Adaptive Rank Integrators for Nonlinear Kinetic Models

Explore low-rank time integrators for PDEs, including explicit and implicit schemes, with applications to Vlasov, heat, Fokker-Planck, and advection-diffusion equations.

• YouTube
• 49 minutes
• On-Demand
• Free Online Course

Simons Institute

Is It Dark Matter, or Is Spacetime Undergoing a Random Walk?

Explore a theory combining classical and quantum systems, applying it to general relativity to explain galactic rotation curves without dark matter through stochastic spacetime processes.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Online Course

Galileo Galilei Institute

Introduction to the Dynamics of Disordered Systems - Equilibrium and Gradient Descent - Part 3

Explore equilibrium dynamics and gradient descent in disordered systems, focusing on theoretical concepts and practical applications in statistical physics and optimization.

• YouTube
• 1 hour 36 minutes
• On-Demand
• Free Online Course

NPTEL;  IIT Bombay

Modeling Stochastic phenomena for Engineering applications: Part-1

Explore stochastic processes in engineering, from random walks to Brownian motion. Learn to model and analyze probabilistic systems, with applications in various fields including chemical reactions, eco-dynamics, and market fluctuations.

• Swayam
• 12 weeks
• Finished
• Free Online Course

IIT Roorkee;  NPTEL

Path Integral Methods in Physics & Finance

Explore path integral methods in quantum field theory and financial derivatives pricing. Gain insights into advanced physics concepts and innovative financial risk management techniques.

• Swayam
• 12 weeks
• Finished
• Free Online Course