Institute for Pure & Applied Mathematics (IPAM) Courses

Pushing Multiscale Modeling of Battery Systems through Symbolic-Numeric Computing

Explore advanced multiscale modeling techniques for battery systems using symbolic-numeric computing to bridge scales from atomistic to continuum levels in electrochemical applications.

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

Sensitive Microstructural Descriptors of Disordered Heterogeneous Materials Across Length Scales for Materials Discovery

Explore microstructural descriptors and correlation functions to characterize disordered materials, predict transport properties, and enable inverse design for electrochemical systems.

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

Correlating Structure and Function for Nanoparticle Catalysts

Discover how structure influences catalytic function in nanoparticles through advanced computational methods and theoretical frameworks for electrochemical systems.

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

Learning Interaction Laws in Particle-Based Systems

Discover how to learn interaction laws in particle-based systems through advanced mathematical techniques for bridging atomistic to continuum scales in electrochemical applications.

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

Modeling Electrocatalysis Without the Pain - Past, Present, and Future

Explore advanced computational methods for electrocatalytic modeling, from limiting-potential frameworks to machine learning approaches for predictive electrochemical simulations.

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

Enhancing VASPsol Accuracy for Non-Aqueous Solvents via Active Learning

Discover how active learning techniques improve VASPsol computational accuracy for modeling non-aqueous solvents in electrochemical systems and materials science applications.

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

First-Principles Based Modelling of Electrocatalysis Beyond Potential of Zero Charge

Explore advanced first-principles modeling techniques for electrocatalysis beyond potential of zero charge, covering implicit solvation, grand canonical calculations, and CV predictions.

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

Learning Physics of Electrochemical Systems from Data

Discover how to extract physics-based models from electrochemical data using PDE-constrained optimization and Bayesian inference for lithium-ion battery materials and biological systems.

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

Multiscale Modelling of Electrochemical Systems

Explore multiscale modeling techniques for electrochemical systems including fuel cells, batteries, and dialysis systems with empirical membrane and electrode behavior fitting.

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

Phase-Field Modeling of Microstructural Evolution Resulting from Corrosion

Explore phase-field modeling techniques for predicting microstructural changes in corroding materials like magnesium alloys and nickel-chromium in various environments.

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

Understanding Surface Chemistry and Reactivity of Actinide Oxides

Discover how radiation-induced defects in actinide oxides affect surface chemistry and nuclear fuel corrosion through first-principles simulations and electron localization analysis.

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

Bias In, Physics Out - Ab-Initio Insights into Electrified Interfaces

Explore ab-initio simulations of electrified interfaces, covering electrode potential embedding, double-layer physics, and machine-learning potentials for electrochemical modeling.

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

Fluctuations at Electrochemical Interfaces and Their Impact on Reactions

Explore electrochemical interface fluctuations and their reaction impacts through ab initio molecular dynamics, featuring Pt and Mg surfaces with potential control methods.

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

Electric Double Layer (EDL) in Multicomponent Electrolytes on Electrochemical Reactions

Explore how electric double layers in complex electrolytes affect electrochemical reactions using molecular dynamics and quantum calculations for battery and synthesis applications.

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

Viscous Fingering in Electro-Osmotic Flows

Explore how electric fields influence viscous fingering patterns in Hele-Shaw cells through mathematical modeling and simulations of electro-osmotic flows.

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