Student or educator? Sign up with your school email and get 6 months of Pro free.
Cited by 1,096

The DOI matches its Crossref record.

A benchmark study on the thermal conductivity of nanofluids

Buongiorno, Jacopo, Venerus, David C., Prabhat, Naveen, McKrell, Thomas, Townsend, Jessica, Christianson, Rebecca, Tolmachev, Yuriy V., Keblinski, Pawel, Hu, Lin-wen, Alvarado, Jorge L., Bang, In Cheol, Bishnoi, Sandra W., Bonetti, Marco, Botz, Frank, Cecere, Anselmo, Chang, Yun, Chen, Gang, Chen, Haisheng, Chung, Sung Jae, Chyu, Minking K., Das, Sarit K., Di Paola, Roberto, Ding, Yulong, Dubois, Frank, Dzido, Grzegorz, Eapen, Jacob, Escher, Werner, Funfschilling, Denis, Galand, Quentin, Gao, Jinwei, Gharagozloo, Patricia E., Goodson, Kenneth E., Gutierrez, Jorge Gustavo, Hong, Haiping, Horton, Mark, Hwang, Kyo Sik, Iorio, Carlo S., Jang, Seok Pil, Jarzebski, Andrzej B., Jiang, Yiran, Jin, Liwen, Kabelac, Stephan, Kamath, Aravind, Kedzierski, Mark A., Kieng, Lim Geok, Kim, Chongyoup, Kim, Ji-Hyun, Kim, Seokwon, Lee, Seung Hyun, Leong, Kai Choong, Manna, Indranil, Michel, Bruno, Ni, Rui, Patel, Hrishikesh E., Philip, John, Poulikakos, Dimos, Reynaud, Cecile, Savino, Raffaele, Singh, Pawan K., Song, Pengxiang, Sundararajan, Thirumalachari, Timofeeva, Elena, Tritcak, Todd, Turanov, Aleksandr N., Van Vaerenbergh, Stefan, Wen, Dongsheng, Witharana, Sanjeeva, Yang, Chun, Yeh, Wei-Hsun, Zhao, Xiao-Zheng, Zhou, Sheng-Qi·2009·Journal of Applied Physics

Abstract

This article reports on the International Nanofluid Property Benchmark Exercise, or INPBE, in which the thermal conductivity of identical samples of colloidally stable dispersions of nanoparticles or “nanofluids,” was measured by over 30 organizations worldwide, using a variety of experimental approaches, including the transient hot wire method, steady-state methods, and optical methods. The nanofluids tested in the exercise were comprised of aqueous and nonaqueous basefluids, metal and metal oxide particles, near-spherical and elongated particles, at low and high particle concentrations. The data analysis reveals that the data from most organizations lie within a relatively narrow band (±10% or less) about the sample average with only few outliers. The thermal conductivity of the nanofluids was found to increase with particle concentration and aspect ratio, as expected from classical theory. There are (small) systematic differences in the absolute values of the nanofluid thermal conductivity among the various experimental approaches; however, such differences tend to disappear when the data are normalized to the measured thermal conductivity of the basefluid. The effective medium theory developed for dispersed particles by Maxwell in 1881 and recently generalized by Nan et al. [J. Appl. Phys. 81, 6692 (1997)], was found to be in good agreement with the experimental data, suggesting that no anomalous enhancement of thermal conductivity was achieved in the nanofluids tested in this exercise.

Overview

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1063/1.3245330

Cites

Statistics

Verification

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Citations

Cited by

See all 1,096

Metadata

Authors
Buongiorno, J., Venerus, D. C., Prabhat, N., McKrell, T., Townsend, J., Christianson, R., Tolmachev, Y. V., Keblinski, P., Hu, L.-W., Alvarado, J. L., Bang, I. C., Bishnoi, S. W., Bonetti, M., Botz, F., Cecere, A., Chang, Y., Chen, G., Chen, H., Chung, S. J., Chyu, M. K., Das, S. K., Di Paola, R., Ding, Y., Dubois, F., Dzido, G., Eapen, J., Escher, W., Funfschilling, D., Galand, Q., Gao, J., Gharagozloo, P. E., Goodson, K. E., Gutierrez, J. G., Hong, H., Horton, M., Hwang, K. S., Iorio, C. S., Jang, S. P., Jarzebski, A. B., Jiang, Y., Jin, L., Kabelac, S., Kamath, A., Kedzierski, M. A., Kieng, L. G., Kim, C., Kim, J.-H., Kim, S., Lee, S. H., Leong, K. C., Manna, I., Michel, B., Ni, R., Patel, H. E., Philip, J., Poulikakos, D., Reynaud, C., Savino, R., Singh, P. K., Song, P., Sundararajan, T., Timofeeva, E., Tritcak, T., Turanov, A. N., Van Vaerenbergh, S., Wen, D., Witharana, S., Yang, C., Yeh, W.-H., Zhao, X.-Z., & Zhou, S.-Q.
Venue
Journal of Applied Physics
Published
2009-11-01
Volume
106
Issue
9
ISSN
  • 0021-8979
  • 1089-7550
OpenAlex
W1603751942
Cited by
1,096
References
0
FWCI
39.01
Type
journal article
Language
en
Open access
closed

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review

How to cite

Cite CoChat for the checks on this page, and the paper for its own findings.

This page
CoChat. (2026). Citation check: A benchmark study on the thermal conductivity of nanofluids. https://app.cochat.ai/papers/10.1063/1.3245330
The paper
Buongiorno, J., Venerus, D. C., Prabhat, N., McKrell, T., Townsend, J., Christianson, R., Tolmachev, Y. V., Keblinski, P., Hu, L.-W., Alvarado, J. L., Bang, I. C., Bishnoi, S. W., Bonetti, M., Botz, F., Cecere, A., Chang, Y., Chen, G., Chen, H., Chung, S. J., . . . Zhou, S.-Q. (2009). A benchmark study on the thermal conductivity of nanofluids. Journal of Applied Physics. https://doi.org/10.1063/1.3245330

Data sources

Bibliographic data: Semantic Scholar, OpenAlex, Crossref.

Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.