“…The improvement in oil recovery when NPs are injected into the reservoir is attributed to the variation in the wettability alteration, ,,− the interfacial tension, ,, and the rheological properties. − Several studies have revealed that the viscosity of the fluid increases with increasing concentration of NPs at different temperatures. ,,, Mishra et al explained that different factors, such as type of base fluids, particle shape, temperature, shear rate, pH value, and dispersion, have an impact on the viscosity of the nanofluid. Sahoo et al and Namburu et al showed that aluminum oxide NPs exhibit non-Newtonian behavior at low temperatures (238–273 K) and Newtonian behavior at temperatures above 273 K. Di Giuseppe et al explained that the change in the viscosity of nanofluids from Newtonian to non-Newtonian behavior is attributed to the change in the electrical double layer (EDL) by the particle volume fraction.…”