TY - GEN
T1 - Classical Theory of Nucleation Applied to Condensation of a Lennard-Jones Fluid
AU - Wu, Yijian
AU - Philippe, Thomas
N1 - Publisher Copyright:
© TheMinerals, Metals & Materials Society 2025.
PY - 2025/1/1
Y1 - 2025/1/1
N2 - The classical nucleation theory (CNT) and its modified versions provide a convenient framework for describing the nucleation process under the capillary approximation. However, these models often predict nucleation rates that depart significantly from simulation results, even for a simple Lennard-Jones fluid. This large discrepancy is likely due to the inaccurate estimation of the driving force for nucleation, which most traditional models estimate within the ideal solution approximation. In this study, we address this issue by directly calculating the driving force for nucleation using equations of state (EOS) and integrating this approach into the calculation of nucleation rates within the framework of CNT and its modified model. We apply this method to examine the condensation of a Lennard-Jones fluid and compare the resulting nucleation rates with molecular dynamics (MD) simulation data. Our results demonstrate that at relatively low supersaturation, where the capillary approximation is reasonable, our thermodynamic models exhibit excellent agreement with MD results, significantly outperforming traditional models. At moderate and high supersaturation, our approach continues to show a reasonable agreement with MD results. Furthermore, when comparing the results obtained by using different EOS, we find that more precise EOS generally yield better agreement with MD data.
AB - The classical nucleation theory (CNT) and its modified versions provide a convenient framework for describing the nucleation process under the capillary approximation. However, these models often predict nucleation rates that depart significantly from simulation results, even for a simple Lennard-Jones fluid. This large discrepancy is likely due to the inaccurate estimation of the driving force for nucleation, which most traditional models estimate within the ideal solution approximation. In this study, we address this issue by directly calculating the driving force for nucleation using equations of state (EOS) and integrating this approach into the calculation of nucleation rates within the framework of CNT and its modified model. We apply this method to examine the condensation of a Lennard-Jones fluid and compare the resulting nucleation rates with molecular dynamics (MD) simulation data. Our results demonstrate that at relatively low supersaturation, where the capillary approximation is reasonable, our thermodynamic models exhibit excellent agreement with MD results, significantly outperforming traditional models. At moderate and high supersaturation, our approach continues to show a reasonable agreement with MD results. Furthermore, when comparing the results obtained by using different EOS, we find that more precise EOS generally yield better agreement with MD data.
KW - Driving force
KW - Equations of state
KW - Lennard-Jones
KW - Nucleation rate
KW - Nucleation theory
UR - https://www.scopus.com/pages/publications/105004000620
U2 - 10.1007/978-3-031-80748-0_66
DO - 10.1007/978-3-031-80748-0_66
M3 - Conference contribution
AN - SCOPUS:105004000620
SN - 9783031807473
T3 - Minerals, Metals and Materials Series
SP - 765
EP - 773
BT - TMS 2025 154th Annual Meeting and Exhibition Supplemental Proceedings
PB - Springer Science and Business Media Deutschland GmbH
T2 - 154th Annual Meeting and Exhibition of The Minerals, Metals and Materials Society, TMS 2025
Y2 - 23 March 2025 through 27 March 2025
ER -