Alexander Khrabry, Louis E. S. Hoffenberg, Igor D. Kaganovich, Yuri Barsukov, David B. Graves
{"title":"铁簇的吉布斯自由能可用托尔曼修正法近似,以准确模拟铁簇的成核和生长过程","authors":"Alexander Khrabry, Louis E. S. Hoffenberg, Igor D. Kaganovich, Yuri Barsukov, David B. Graves","doi":"arxiv-2408.16693","DOIUrl":null,"url":null,"abstract":"Accurate Gibbs free energies of Fe clusters are required for predictive\nmodeling of Fe cluster growth during condensation of a cooling vapor. We\npresent a straightforward method of calculating free energies of cluster\nformation using the data provided by molecular dynamics (MD) simulations. We\napply this method to calculate free energies of Fe clusters having from 2 to\n100 atoms. The free energies are verified by comparing to an MD-simulated\nequilibrium cluster size distribution in a sub-saturated vapor. We show that\nthese free energies differ significantly from those obtained with a commonly\nused spherical cluster approximation - which relies on a surface tension\ncoefficient of a flat surface. The spherical cluster approximation can be\nimproved by using a cluster size-dependent Tolman correction for the surface\ntension. The values for the Tolman length and effective surface tension were\nderived, which differ from the commonly used experimentally measured surface\ntension based on the potential energy. This improved approximation does not\naccount for geometric magic number effects responsible for spikes and troughs\nin densities of neighbor cluster sizes. Nonetheless, it allows to model cluster\nformation from a cooling vapor and accurately reproduce the condensation\ntimeline, overall shape of the cluster size distribution, average cluster size,\nand the distribution width. Using a constant surface tension coefficient\nresulted in distorted condensation dynamics and inaccurate cluster size\ndistributions. The analytical expression for cluster nucleation rate from\nclassical nucleation theory (CNT) was updated to account for the\nsize-dependence of cluster surface tension.","PeriodicalId":501369,"journal":{"name":"arXiv - PHYS - Computational Physics","volume":"59 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Gibbs free energies of Fe clusters can be approximated by Tolman correction to accurately model cluster nucleation and growth\",\"authors\":\"Alexander Khrabry, Louis E. S. Hoffenberg, Igor D. Kaganovich, Yuri Barsukov, David B. Graves\",\"doi\":\"arxiv-2408.16693\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Accurate Gibbs free energies of Fe clusters are required for predictive\\nmodeling of Fe cluster growth during condensation of a cooling vapor. We\\npresent a straightforward method of calculating free energies of cluster\\nformation using the data provided by molecular dynamics (MD) simulations. We\\napply this method to calculate free energies of Fe clusters having from 2 to\\n100 atoms. The free energies are verified by comparing to an MD-simulated\\nequilibrium cluster size distribution in a sub-saturated vapor. We show that\\nthese free energies differ significantly from those obtained with a commonly\\nused spherical cluster approximation - which relies on a surface tension\\ncoefficient of a flat surface. The spherical cluster approximation can be\\nimproved by using a cluster size-dependent Tolman correction for the surface\\ntension. The values for the Tolman length and effective surface tension were\\nderived, which differ from the commonly used experimentally measured surface\\ntension based on the potential energy. This improved approximation does not\\naccount for geometric magic number effects responsible for spikes and troughs\\nin densities of neighbor cluster sizes. Nonetheless, it allows to model cluster\\nformation from a cooling vapor and accurately reproduce the condensation\\ntimeline, overall shape of the cluster size distribution, average cluster size,\\nand the distribution width. Using a constant surface tension coefficient\\nresulted in distorted condensation dynamics and inaccurate cluster size\\ndistributions. The analytical expression for cluster nucleation rate from\\nclassical nucleation theory (CNT) was updated to account for the\\nsize-dependence of cluster surface tension.\",\"PeriodicalId\":501369,\"journal\":{\"name\":\"arXiv - PHYS - Computational Physics\",\"volume\":\"59 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-08-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - PHYS - Computational Physics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2408.16693\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - PHYS - Computational Physics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2408.16693","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Gibbs free energies of Fe clusters can be approximated by Tolman correction to accurately model cluster nucleation and growth
Accurate Gibbs free energies of Fe clusters are required for predictive
modeling of Fe cluster growth during condensation of a cooling vapor. We
present a straightforward method of calculating free energies of cluster
formation using the data provided by molecular dynamics (MD) simulations. We
apply this method to calculate free energies of Fe clusters having from 2 to
100 atoms. The free energies are verified by comparing to an MD-simulated
equilibrium cluster size distribution in a sub-saturated vapor. We show that
these free energies differ significantly from those obtained with a commonly
used spherical cluster approximation - which relies on a surface tension
coefficient of a flat surface. The spherical cluster approximation can be
improved by using a cluster size-dependent Tolman correction for the surface
tension. The values for the Tolman length and effective surface tension were
derived, which differ from the commonly used experimentally measured surface
tension based on the potential energy. This improved approximation does not
account for geometric magic number effects responsible for spikes and troughs
in densities of neighbor cluster sizes. Nonetheless, it allows to model cluster
formation from a cooling vapor and accurately reproduce the condensation
timeline, overall shape of the cluster size distribution, average cluster size,
and the distribution width. Using a constant surface tension coefficient
resulted in distorted condensation dynamics and inaccurate cluster size
distributions. The analytical expression for cluster nucleation rate from
classical nucleation theory (CNT) was updated to account for the
size-dependence of cluster surface tension.