A review of the recent progress on thermal conductivity of nanofluid

•The role of the particle–fluid interface on nanofluid thermal conductivity.•The heat transfer at the interface mainly depends on surface-solvent compatibility.•The thermophysical properties of materials are not always the deciding factor.•Conductance at the interface decides the thermal conductivity in nanofluids.