Electrochemical Modeling Tools

Fundamentals of Electrochemical Modeling for Batteries

Pseudo-Two-Dimensional (P2D) Models for Lithium-Ion Batteries

Single-Particle Models (SPM) for Fast Battery Simulations

Multi-Scale Electrochemical Modeling Approaches

Modeling Solid-State Batteries: Challenges and Advances

Open-Source Electrochemical Modeling Tools (e.g., COMSOL, PyBaMM)

Parameter Estimation and Sensitivity Analysis in Battery Models

Modeling Lithium Plating and Dendrite Growth

Reduced-Order Models (ROM) for Real-Time Applications

Modeling Aqueous and Non-Lithium Batteries

Coupled Electrochemical-Thermal Modeling

Modeling Degradation Mechanisms (SEI Growth, Crack Propagation)