Inside dry electrode extrusion
Exploring extrusion with recirculation through the discrete element method, in the context of dry manufacturing of lithium-ion battery electrodes.
Research, in practice.
A collection of studies across materials manufacturing, microstructure, and computational methods.
Seeing electrode heterogeneity
Deep learning-assisted FIB-SEM characterization of hard carbon electrodes, connecting mesoscale heterogeneity, manufacturing, and electrochemical modeling.
Calibrating granular models
A study of parameter optimization for granular models of battery manufacturing, linking computational models with the challenge of choosing their parameters.
Learning the extrusion process
Machine learning surrogate modeling of materials extrusion for lithium-ion battery electrode dry manufacturing.
Manufacturing solid-state electrolytes
A review of solvent-free extrusion of polymer-based solid-state electrolytes, connecting materials formulation with processing and modeling.
Across scales and materials
SPH and DPD modeling at Paris-Saclay and INRAE, followed by FEM-based investigation of paper microstructures at PIMM.
Engineering in context
Selected industrial robotics and automation case studies may be added here as publicly shareable or anonymized work.