Fokker Planck Equation 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
• On-Demand
• 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
• On-Demand
• Free Video

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
• On-Demand
• 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
• On-Demand
• Free Video

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 Video

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 Video

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 Video

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 Video

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 Video

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 Video

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 Video

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 Video

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 Video

Valence Labs

Stochastic Interpolants: A Unifying Framework for Flows and Diffusions - Lecture

Explore a unified framework for generative models, bridging flow-based and diffusion-based methods using stochastic interpolants. Learn about probability flow equations, likelihood estimation, and applications in AI for drug discovery.

• YouTube
• 1 hour 40 minutes
• On-Demand
• Free Video