Interacting Particle Systems Courses and Certifications

Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Interacting Particle Systems with Mobility and Demographic Dynamics as Biological Models

Explore mathematical models of biological systems using interacting particles with mobility and demographic dynamics to understand complex population behaviors.

• YouTube
• 43 minutes
• On-Demand
• Free Video

Centre de recherches mathématiques - CRM

Atelier sur les Systèmes de Particules et Limites Hydrodynamiques

Découvrez les systèmes de particules en interaction et leurs limites hydrodynamiques à travers des conférences d'experts sur les modèles stochastiques avancés.

• YouTube
• 1 day 8 hours 28 minutes
• On-Demand
• Free Video

Alan Turing Institute

Neural Networks as Interacting Particle Systems

Explore neural networks as interacting particle systems, examining their mathematical foundations and applications in complex systems modeling across various scientific disciplines.

• YouTube
• 43 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Nature of Many-Body Localization Transition: Single-Particle Excitations in Interacting Systems

Explore single-particle excitations in interacting systems and their role in many-body localization transitions, delving into quantum matter stability and non-equilibrium physics.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Video

Instituto de Matemática Pura e Aplicada

Hydrodynamics, Fluctuations, and Universality of Interacting Particle Systems

Explore hydrodynamics, fluctuations, and universality in interacting particle systems with Patrícia Gonçalves at IMPA's 70th anniversary conference, featuring insights from leading mathematicians worldwide.

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

Institute for Pure & Applied Mathematics (IPAM)

Integrability and Algebraic Combinatorics

Explore cutting-edge connections between integrable probability and algebraic combinatorics through vertex models, particle systems, and symmetric functions.

• YouTube
• 19 hours 4 minutes
• On-Demand
• Free Video

Hausdorff Center for Mathematics

Mean Field Limit by Gamma Convergence

Explores mean-field limit for λ-convex potentials using variational methods, focusing on gradient flows and Γ-convergence in interacting particle systems.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Hausdorff Center for Mathematics

Hydrodynamic Limits and Condensing Zero Range Processes

Explore hydrodynamic limits and condensing zero range processes in interacting particle systems. Learn about phase separation, relative entropy method, and non-closed hydrodynamic descriptions.

• YouTube
• 45 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Introduction to Stochastic Processes by Sanjib Sabhapandit

Explore stochastic processes in this advanced lecture, covering key concepts and applications in statistical physics for graduate-level students and researchers.

• YouTube
• 1 hour 32 minutes
• On-Demand
• Free Video

International Mathematical Union

Hydrodynamic Limit and Stochastic PDEs Related to Interface Motion

Explore interacting particle systems and their macroscopic behavior through hydrodynamic limits, deriving models for interface motion in phase separation, species segregation, and coupled KPZ equations.

• YouTube
• 45 minutes
• On-Demand
• Free Video

International Mathematical Union

Ronen Eldan- Revealing the Simplicity of High-Dimensional Objects via Pathwise Analysis

Explore high-dimensional geometry through pathwise analysis, revealing simple structures in complex spaces and their applications in probability theory and statistical physics.

• YouTube
• 45 minutes
• On-Demand
• Free Video

International Mathematical Union

KPZ Limit Theorems

Explores KPZ universality in particle systems, growth models, and polymers, discussing limit theorems, integrable methods, and recent results on periodic domains.

• YouTube
• 46 minutes
• On-Demand
• Free Video

GERAD Research Center

Mean Field Limits of Heterogeneous Networks - Informal Systems Seminar

Explore mean field limits of heterogeneous networks, focusing on interacting particle systems coupled on digraphs and their macroscopic behavior. Gain insights into Vlasov equations and digraph measures.

• YouTube
• 55 minutes
• On-Demand
• Free Video

Inside Livermore Lab

DeepParticle: Learning Invariant Measure by Deep Neural Network Minimizing Wasserstein Distance

Explore DeepParticle: an integrated approach combining deep learning, optimal transport, and interacting particles to solve high-dimensional PDEs, demonstrated through Fisher-Kolmogorov-Petrovsky-Piskunov front speeds in incompressible flows.

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

BIMSA

A Renormalisation Group Perspective on Functional Inequalities - ICBS 2024

Explore multiscale analysis for decomposing high-dimensional measures, deriving functional inequalities using renormalization group methods in statistical physics.

• YouTube
• 50 minutes
• On-Demand
• Free Video