Cargando…
A unified theory of free energy functionals and applications to diffusion
Free energy functionals of the Ginzburg–Landau type lie at the heart of a broad class of continuum dynamical models, such as the Cahn–Hilliard and Swift–Hohenberg equations. Despite the wide use of such models, the assumptions embodied in the free energy functionals frequently either are poorly just...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
National Academy of Sciences
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9191674/ https://www.ncbi.nlm.nih.gov/pubmed/35648830 http://dx.doi.org/10.1073/pnas.2203399119 |
_version_ | 1784726066555781120 |
---|---|
author | Li, Andrew B. Miroshnik, Leonid Rummel, Brian D. Balakrishnan, Ganesh Han, Sang M. Sinno, Talid |
author_facet | Li, Andrew B. Miroshnik, Leonid Rummel, Brian D. Balakrishnan, Ganesh Han, Sang M. Sinno, Talid |
author_sort | Li, Andrew B. |
collection | PubMed |
description | Free energy functionals of the Ginzburg–Landau type lie at the heart of a broad class of continuum dynamical models, such as the Cahn–Hilliard and Swift–Hohenberg equations. Despite the wide use of such models, the assumptions embodied in the free energy functionals frequently either are poorly justified or lead to physically opaque parameters. Here, we introduce a mathematically rigorous pathway for constructing free energy functionals that generalizes beyond the constraints of Ginzburg–Landau gradient expansions. We show that the formalism unifies existing free energetic descriptions under a single umbrella by establishing the criteria under which the generalized free energy reduces to gradient-based representations. Consequently, we derive a precise physical interpretation of the gradient energy parameter in the Cahn–Hilliard model as the product of an interaction length scale and the free energy curvature. The practical impact of our approach is demonstrated using both a model free energy function and the silicon–germanium alloy system. |
format | Online Article Text |
id | pubmed-9191674 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | National Academy of Sciences |
record_format | MEDLINE/PubMed |
spelling | pubmed-91916742022-12-01 A unified theory of free energy functionals and applications to diffusion Li, Andrew B. Miroshnik, Leonid Rummel, Brian D. Balakrishnan, Ganesh Han, Sang M. Sinno, Talid Proc Natl Acad Sci U S A Physical Sciences Free energy functionals of the Ginzburg–Landau type lie at the heart of a broad class of continuum dynamical models, such as the Cahn–Hilliard and Swift–Hohenberg equations. Despite the wide use of such models, the assumptions embodied in the free energy functionals frequently either are poorly justified or lead to physically opaque parameters. Here, we introduce a mathematically rigorous pathway for constructing free energy functionals that generalizes beyond the constraints of Ginzburg–Landau gradient expansions. We show that the formalism unifies existing free energetic descriptions under a single umbrella by establishing the criteria under which the generalized free energy reduces to gradient-based representations. Consequently, we derive a precise physical interpretation of the gradient energy parameter in the Cahn–Hilliard model as the product of an interaction length scale and the free energy curvature. The practical impact of our approach is demonstrated using both a model free energy function and the silicon–germanium alloy system. National Academy of Sciences 2022-06-01 2022-06-07 /pmc/articles/PMC9191674/ /pubmed/35648830 http://dx.doi.org/10.1073/pnas.2203399119 Text en Copyright © 2022 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by-nc-nd/4.0/This article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Physical Sciences Li, Andrew B. Miroshnik, Leonid Rummel, Brian D. Balakrishnan, Ganesh Han, Sang M. Sinno, Talid A unified theory of free energy functionals and applications to diffusion |
title | A unified theory of free energy functionals and applications to diffusion |
title_full | A unified theory of free energy functionals and applications to diffusion |
title_fullStr | A unified theory of free energy functionals and applications to diffusion |
title_full_unstemmed | A unified theory of free energy functionals and applications to diffusion |
title_short | A unified theory of free energy functionals and applications to diffusion |
title_sort | unified theory of free energy functionals and applications to diffusion |
topic | Physical Sciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9191674/ https://www.ncbi.nlm.nih.gov/pubmed/35648830 http://dx.doi.org/10.1073/pnas.2203399119 |
work_keys_str_mv | AT liandrewb aunifiedtheoryoffreeenergyfunctionalsandapplicationstodiffusion AT miroshnikleonid aunifiedtheoryoffreeenergyfunctionalsandapplicationstodiffusion AT rummelbriand aunifiedtheoryoffreeenergyfunctionalsandapplicationstodiffusion AT balakrishnanganesh aunifiedtheoryoffreeenergyfunctionalsandapplicationstodiffusion AT hansangm aunifiedtheoryoffreeenergyfunctionalsandapplicationstodiffusion AT sinnotalid aunifiedtheoryoffreeenergyfunctionalsandapplicationstodiffusion AT liandrewb unifiedtheoryoffreeenergyfunctionalsandapplicationstodiffusion AT miroshnikleonid unifiedtheoryoffreeenergyfunctionalsandapplicationstodiffusion AT rummelbriand unifiedtheoryoffreeenergyfunctionalsandapplicationstodiffusion AT balakrishnanganesh unifiedtheoryoffreeenergyfunctionalsandapplicationstodiffusion AT hansangm unifiedtheoryoffreeenergyfunctionalsandapplicationstodiffusion AT sinnotalid unifiedtheoryoffreeenergyfunctionalsandapplicationstodiffusion |