From the results of NEMD simulations, the PNCs in present work behave as the non-Newtonian fluids with shear shinning, same as most polymer fluids. For many polymer fluids, several semi-empirical equations such as Cross, Carreau and Herschel-Bulkley are often applied to describe the the relationship between  and  , are as follows equations 9-11, respectively.