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One process, many scales

From continuum films to individual particles

A coating flow is a continuum free-surface problem; a slurry is a crowd of interacting particles; a drying film is both at once. We choose the resolution that answers the question — FEM, phase field, or DEM.

Particles · DEM

Discrete element method

An overdamped discrete-element model advances every particle under fluid and field forces — here, magnetic alignment of particles in a coated layer.

Discrete element method

Interfaces · Phase field

Phase field method

A diffuse-interface description follows merging, splitting, and surface evolution in multiphase flows without tracking the interface explicitly.

Phase field method

Complex fluids · FEM

Complex fluid flow computation using FEM

Flow equations coupled with material constitutive equations predict viscosity, stress, and velocity fields — thixotropy enters through a scalar structure parameter.

Complex fluid flow computation using FEM

Coating bead · GFEM

2-D GFEM for slot-die coating bead flows

From governing equations and mesh generation to coating windows, complex flow phenomena, and die-lip shape optimization.

2-D GFEM for slot-die coating bead flows