Battery Manufacturing SDL Platform
The physical self-driving lab we are building — liquid handling, mixing, coating, capping, in-line vision, and orchestration.
Microscale flow of complex fluids
— from fundamental understanding to manufacturing processes.
Start here · 01
Principles of thin-film formation and continuous liquid coating — the base of all our research.
How slurries, inks, and pastes flow and remember — yield stress, thixotropy, and microstructure, linked to processability.
Simulation across scales — finite-element free-surface flows, phase-field multiphase dynamics, and discrete-element particle models.
Closing the loop between recipe and measurement — automated unit processes, in-line analytics, and physics-informed decision algorithms.
Built on the fundamentals · 02
The physical self-driving lab we are building — liquid handling, mixing, coating, capping, in-line vision, and orchestration.
Using a magnetic field as the energy source that rearranges particles in a coated film — and the dimensionless numbers that decide when it works.
Transient stress, frictional contact networks, dispersant chemistry, and LF-NMR relaxometry in concentrated battery slurries.
Phase-field simulation of multiphase flows — rheologically robust interpolation, bubbles rising in viscoelastic liquids, and ternary systems.
Rheology, mixing, transport, die and coating flows, and microstructure analysis across the entire electrode slurry coating chain.
Experiments, imaging, and numerical analysis of ultra-thin ceramic layer coating for multilayer ceramic capacitors.
Pattern formation and Marangoni instability in blade coating of conductive thin films.