“…polymer fluid flow through pipes in an industrial settings (Bird et al, 1987), capillary bundle model of a porous media (Savins, 1969), pore-Network model (Sochi and Blunt, 2008)). Amongst generalised Newtonian fluid models (Yilmaz and Gundogdu, 2008), Cross (Cross, 1965), Carreau (Yasuda, 1979), Carreau-Yasuda (Yasuda, 1979), Meter (Meter and Bird, 1964;Meter, 1964;Savins, 1969;Tsakiroglou, 2002;Tsakiroglou et al, 2003b,a), and Steller-Ivako model (Steller and Iwko, 2018) can predict S-shaped rheological properties (i.e. constant viscosity at low and high shear values and decreasing viscosity at intermediate shear values) of many shear-thinning fluids.…”