Institute for Pure & Applied Mathematics (IPAM) Courses

MISPR - Open-Source Framework for Electrolyte and Electrode-Electrolyte Interfaces

Explore MISPR, an open-source computational framework integrating DFT, molecular dynamics, and machine learning for high-throughput electrolyte and electrode-electrolyte interface modeling.

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

Electron Transfer Process at the Electrode/Electrolyte Solution Interface - A Stochastic Model and Monte Carlo Implementation

Explore stochastic modeling and Monte Carlo simulation of electron transfer processes at electrode/electrolyte interfaces in electrochemical systems.

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

Double Layer Properties at the Atomic Scale

Explore atomic-scale electrochemical double layer properties through advanced modeling approaches including DFT, molecular dynamics, and machine learning techniques.

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

On the Non-Isothermal Electrodiffusion and Nernst-Planck-Boussinesq System

Explore the Nernst-Planck-Boussinesq system modeling ionic electrodiffusion in non-isothermal fluids, focusing on global weak solutions and long-time behavior analysis.

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

Recent Progress on Mean-Field Dynamics of Coulomb/Riesz Gases

Explore mean-field dynamics of Coulomb/Riesz gases through entropy, energy, and functional inequalities to understand particle system convergence and chaos propagation.

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

When Polyelectrolytes Think - From Electrochemistry to Molecular Genetics

Explore how DNA's electrostatic properties enable homologous gene recognition through stochastic polyelectrolyte dynamics, bridging electrochemistry and molecular genetics.

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

On Regularity and Asymptotics of Kinetic Alignment Models

Explore wellposedness and regularization in Fokker-Planck-Alignment models for collective dynamics, demonstrating global smooth solutions from bounded data without regularity requirements.

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

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

Non-Hydrodynamic Phenomena Near Plasma Interfaces

Explore stochastic modeling approaches for fusion target interfaces, bridging atomic to continuum scales while capturing charge separation and ion transport in extreme plasma conditions.

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

Correlation in Multiparticle Molecular Models

Explore correlation bifurcations in multiparticle systems and their transition from mean-field to correlated distributions in electrochemical modeling contexts.

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

DFT-Based Constrained MD Simulations of Hydrogen Evolution Activities on Pt(111)

Explore DFT-based molecular dynamics simulations revealing how dynamic electrochemical interfaces affect hydrogen evolution on platinum surfaces, challenging static models.

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

Atomistic Electrochemistry and the Electric Double Layer - Concepts and Simulations

Explore atomistic simulations and conceptual frameworks for understanding electrode/electrolyte interfaces and electric double layer structures in electrochemical systems.

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

Machine Learning Approach to Estimate 3-D Tropical Cyclone Kinematic Structure

Discover how machine learning models estimate 3D tropical cyclone wind structures using satellite data to overcome radar limitations and improve storm forecasting accuracy.

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

Learning Without Labels - New Insights into Climate and Extremes

Discover how unsupervised machine learning reveals hidden climate patterns and extreme weather insights without relying on traditional labeled datasets or predefined indices.

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

Synthesizing Observations, Simulations, and In Situ Data in Atmospheric Retrieval

Discover how to integrate high-resolution simulations, reanalysis datasets, and observations to develop advanced atmospheric retrievals for climate modeling and forecasting.

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