A numerical study of heterogeneous nucleation of ice crystals and frost layer growth on horizontal cold surfaces
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Wang et al. [40] and Xu et al. [55] introduced an exponential correction of the form a · exp(ρa/ρfr + b) to improve predictions of phase-change mass-transfer rates, reporting mean errors of 5.1% and 8.1% for δfr, and 4.9% and 5.5% for ρfr, respectively.
“Likewise, Wang et al. [40] and Xu et al. [55] introduced an exponential correction of the form a · exp( ρ a/ ρ fr + b ) to improve predictions of phase-change mass-transfer rates, reporting mean errors of 5.1% and 8.1% for δ fr , and 4.9% and 5.5% for ρ fr, respectively.”
From A physics-informed quasi-steady frosting model with coupled heat–mass transfer for predicting frost layer growth (2026) · cites this paper as Wang et al. [40]
Cites
Study of frost properties correlating with frost formation types
Hayashi, Y., Aoki, A., Adachi, S., & Hori, K. (1977) · Journal of Heat Transfer · doi:10.1115/1.3450675 · Cited by 402 · see citing works
A one-dimensional model for frost formation on a cold flat surface
Lee, K.-S., Kim, W.-S., & Lee, T.-H. (1997) · International Journal of Heat and Mass Transfer · doi:10.1016/s0017-9310(97)00074-4 · Cited by 296 · see citing works
A study of frost growth and densification on flat surfaces
Hermes, C. J. L., Piucco, R. O., Barbosa, J. R., & Melo, C. (2009) · Experimental Thermal and Fluid Science · doi:10.1016/j.expthermflusci.2008.10.006 · Cited by 257 · see citing works
A fundamental understanding of factors affecting frost nucleation
Na, B., & Webb, R. L. (2003) · International Journal of Heat and Mass Transfer · doi:10.1016/s0017-9310(03)00194-7 · Cited by 225 · see citing works
Frost formation with varying environmental parameters
Jones, B. W., & Parker, J. D. (1975) · Journal of Heat Transfer · doi:10.1115/1.3450350 · Cited by 171 · see citing works
Frost growth and densification in laminar flow over flat surfaces
Kandula, M. (2011) · International Journal of Heat and Mass Transfer · doi:10.1016/j.ijheatmasstransfer.2011.02.056 · Cited by 141 · see citing works
A new time- and space-dependent model for predicting frost formation
Cui, J., Li, W. Z., Liu, Y., & Jiang, Z. Y. (2011) · Applied Thermal Engineering · doi:10.1016/j.applthermaleng.2010.09.022 · Cited by 101 · see citing works
Analysis of the frost growth on a flat plate by simple models of saturation and supersaturation
Lee, Y. B., & Ro, S. T. (2005) · Experimental Thermal and Fluid Science · doi:10.1016/j.expthermflusci.2004.11.001 · Cited by 100 · see citing works
A new model for predicting performance of fin-and-tube heat exchanger under frost condition
Cui, J., Li, W. Z., Liu, Y., & Zhao, Y. S. (2011) · International Journal of Heat and Fluid Flow · doi:10.1016/j.ijheatfluidflow.2010.11.004 · Cited by 74 · see citing works
The behavior of frost layer growth under conditions favorable for desublimation
Lee, J., & Lee, K.-S. (2018) · International Journal of Heat and Mass Transfer · doi:10.1016/j.ijheatmasstransfer.2017.12.039 · Cited by 68 · see citing works
Experimental and numerical investigations of frost formation on wavy plates
Ma, Q., Wu, X., Chu, F., & Zhu, B. (2018) · Applied Thermal Engineering · doi:10.1016/j.applthermaleng.2018.04.098 · Cited by 56 · see citing works
Numerical Simulation of Frosting on Fin-and-Tube Heat Exchanger Surfaces
Wu, X., Ma, Q., & Chu, F. (2017) · Journal of Thermal Science and Engineering Applications · doi:10.1115/1.4035925 · Cited by 42 · see citing works
Wong, J. C. Q., Pareek, V. K., & Sun, B. (2022) · International Journal of Heat and Mass Transfer · doi:10.1016/j.ijheatmasstransfer.2022.123396 · Cited by 23 · see citing works
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Zhang, P., Wang, Z., Wang, F., & Ma, L. (2025) · Applied Thermal Engineering · doi:10.1016/j.applthermaleng.2025.125925 · Cited by 8 · see citing works
Self-citationANFIS model for prediction of the frost accumulation on surfaces of finned-tube heat exchanger
Zhu, R.-X., Liu, M., Wang, G., Wang, Q., Wu, W.-W., Li, G., & Wang, H.-H. (2025) · Applied Thermal Engineering · doi:10.1016/j.applthermaleng.2025.128388 · Cited by 7 · see citing works
Han, Z.-M., Liu, H.-J., Wang, Z.-P., Han, B., & Chang, H.-L. (2025) · International Journal of Heat and Mass Transfer · doi:10.1016/j.ijheatmasstransfer.2025.127185 · Cited by 7 · see citing works
Self-citationHan, Z., Han, B., Wang, Z., & Liu, H. (2026) · International Journal of Heat and Mass Transfer · doi:10.1016/j.ijheatmasstransfer.2025.127985 · Cited by 4 · see citing works
Self-citationShi, G.-H., Huang, P., Lei, X., Li, X., & Liu, B. (2026) · Applied Thermal Engineering · doi:10.1016/j.applthermaleng.2025.129421 · Cited by 4 · see citing works
Braun, L., Reis, R. G., Nascimento, C. A. R., Silveira, A. S., & Hermes, C. J. L. (2025) · Thermo · doi:10.3390/thermo5030032 · Cited by 4 · see citing works
“In addition, frost accretion is fundamentally dependant on psychrometric conditions, surface temperature and characteristics [18–23].”
Chen, J., PARK, Y., & Wang, S. (2026) · Applied Thermal Engineering · doi:10.1016/j.applthermaleng.2026.131303 · Cited by 1 · see citing works
Numerical investigation of non-uniform frost formation mechanisms on cold circular surfaces
Wang, Z.-P., Cui, W.-Z., Li, L.-J., Wu, C.-M., Liu, J.-F., Shen, Z.-Y., & Zeng, J.-B. (2025) · Applied Thermal Engineering · doi:10.1016/j.applthermaleng.2025.126651 · Cited by 2 · see citing works
Self-citationLin, Z.-M., Hou, Y.-F., Wu, L.-K., & Wang, L.-B. (2026) · International Journal of Heat and Mass Transfer · doi:10.1016/j.ijheatmasstransfer.2026.129176 · Cited by 1 · see citing works
Zhao, S., Zhang, L., Zhang, X., Xie, T., Li, Y., & Song, M.-J. (2025) · Applied Thermal Engineering · doi:10.1016/j.applthermaleng.2025.127856
He, S., Zhang, Y., Liu, H.-L., Yang, W., & Zhao, X.-D. (2025) · Journal of Materials Research and Technology · doi:10.1016/j.jmrt.2025.06.121
Self-citationLiu, J., & Cao, H.-S. (2025) · International Journal of Heat and Mass Transfer · doi:10.1016/j.ijheatmasstransfer.2025.126811
Wang, Z.-P., Wu, C.-M., Li, L.-J., Liu, J.-F., Cui, W.-Z., Shen, Z.-Y., & Zeng, J.-B. (2027) · International Journal of Heat and Mass Transfer · doi:10.1016/j.ijheatmasstransfer.2026.129804
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- Authors
- Wang, Z., Cui, W., Li, L., Zhan, C., & Zhang, Y.
- Affiliations
- Chongqing University (CN)
- Corresponding author
- Cui, Wenzhi
- Venue
- International Journal of Heat and Mass Transfer
- Publisher
- Elsevier BV
- Published
- 2024-08
- Volume
- 228
- Pages
- 125604
- ISSN
- 0017-9310 (ISSN-L)
- OpenAlex
- W4395699846
- Cited by
- 14
- References
- 0
- Citations by year
- 2026: 3 · 2025: 11
- FWCI
- 2.41
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- International Journal of Heat and Mass Transfer (publishedVersion)
- Funders
- National Natural Science Foundation of China (52076131)
- Topics
- Physical Sciences › Engineering › Aerospace Engineering › Icing and De-icing Technologies
- Physical Sciences › Earth and Planetary Sciences › Atmospheric Science › nanoparticles nucleation surface interactions
- Physical Sciences › Engineering › Mechanical Engineering › Refrigeration and Air Conditioning Technologies
- Keywords
- frost layer growth, heterogeneous nucleation, ice crystal growth, classical nucleation theory, frost thickness, contact angle, anti-frosting, thawing
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