“…Several mechanisms may lead to smaller improvements in heat transfer coefficient between the nanofluids and the base fluids at higher temperature. These include: (1) rapid alignment of \nanoparticles in lower viscosity fluids, leading to less contact between nanoparticles, and (2) depletion of particles in the near-wall fluid phase [23], leading to an intrinsically lower thermal conductivity layer at the wall. Understanding and isolating which mechanism or mechanisms might be responsible for the experimental results will require significant future work, including computational fluid dynamic modeling of the flows in nanoparticle dispersions.…”