Battery Coating Process
Rheology, mixing, transport, die and coating flows, and microstructure analysis across the entire electrode slurry coating chain.
Rheological Properties
Model fluids and thixotropy models capturing the time-dependent rheology of battery slurries.
Mixing
Quantifying mixing quality of complex fluids and designing continuous blade coating processes.
Transportation
Non-Newtonian pulsatile flow analysis and data-driven classification of slurry transport.
Die Manifold Flows
Inverse design of coating die manifolds and pressure analysis for battery slurry coating.
Coating Flows
Physics-informed neural networks and flow visualization for slot coating operability.
Microstructure Analysis
3D reconstruction and property analysis of electrode microstructures from serial images.