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Table 1 Comparison between Full and Surrogate Model

From: Shape design for polymer spin packs: modeling, optimization and validation

 

Full Model

Surrogate Model

PDE

Navier–Stokes

Stokes

Viscosity

non-Newtonian

Newtonian

Geometry

whole spin pack

Cavity 1 (Filter in boundary condition)

Objective

residence time

wall shear stress