The numerical and experimental results showed the good agreement with a maximum error of less than 4%. The experimental and numerical results reveal that the GNP-water can function as working fluids in heat transfer applications and can provide good alternatives to conventional working fluids in the thermal fluid systems. | Experimental and numerical investigations on heat transfer and friction loss of functionalized GNP nanofluids