Heterogeneous Nucleation of an n-Alkane on Tetrahedrally Coordinated Crystals

Heterogeneous nucleation refers to the propensity for phase transformations to initiate preferentially on foreign surfaces, such as vessel walls, dust particles, or formulation additives. In crystallization, the form of the initial nucleus has ramifications for the crystallographic form, morphology,...

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Main Authors: Locker, C. Rebecca, Bourque, Alexander Jules, Rutledge, Gregory C
Other Authors: Massachusetts Institute of Technology. Department of Chemical Engineering
Format: Article
Language:en_US
Published: American Chemical Society (ACS) 2018
Online Access:http://hdl.handle.net/1721.1/113021
https://orcid.org/0000-0001-9074-844X
https://orcid.org/0000-0001-8137-1732
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author Locker, C. Rebecca
Bourque, Alexander Jules
Rutledge, Gregory C
author2 Massachusetts Institute of Technology. Department of Chemical Engineering
author_facet Massachusetts Institute of Technology. Department of Chemical Engineering
Locker, C. Rebecca
Bourque, Alexander Jules
Rutledge, Gregory C
author_sort Locker, C. Rebecca
collection MIT
description Heterogeneous nucleation refers to the propensity for phase transformations to initiate preferentially on foreign surfaces, such as vessel walls, dust particles, or formulation additives. In crystallization, the form of the initial nucleus has ramifications for the crystallographic form, morphology, and properties of the resulting solid. Nevertheless, the discovery and design of nucleating agents remains a matter of trial and error because of the very small spatiotemporal scales over which the critical nucleus is formed and the extreme difficulty of examining such events empirically. Using molecular dynamics simulations, we demonstrate a method for the rapid screening of entire families of materials for activity as nucleating agents and for characterizing their mechanism of action. The method is applied to the crystallization of n-pentacontane, a model surrogate for polyethylene, on the family of tetrahedrally coordinated crystals, including diamond and silicon. A systematic variation of parameters in the interaction potential permits a comprehensive, physically based screening of nucleating agents in this class of materials, including both real and hypothetical candidates. The induction time for heterogeneous nucleation is shown to depend strongly on crystallographic registry between the nucleating agent and the critical nucleus, indicative of an epitaxial mechanism in this class of materials. Importantly, the severity of this registry requirement weakens with decreasing rigidity of the substrate and increasing strength of attraction to the surface of the nucleating agent. Employing this method, a high-throughput computational screening of nucleating agents becomes possible, facilitating the discovery of novel nucleating agents within a broad “materials genome” of possible additives.
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spelling mit-1721.1/1130212022-10-01T22:32:27Z Heterogeneous Nucleation of an n-Alkane on Tetrahedrally Coordinated Crystals Locker, C. Rebecca Bourque, Alexander Jules Rutledge, Gregory C Massachusetts Institute of Technology. Department of Chemical Engineering Rutledge, Gregory C. Bourque, Alexander Jules Rutledge, Gregory C Heterogeneous nucleation refers to the propensity for phase transformations to initiate preferentially on foreign surfaces, such as vessel walls, dust particles, or formulation additives. In crystallization, the form of the initial nucleus has ramifications for the crystallographic form, morphology, and properties of the resulting solid. Nevertheless, the discovery and design of nucleating agents remains a matter of trial and error because of the very small spatiotemporal scales over which the critical nucleus is formed and the extreme difficulty of examining such events empirically. Using molecular dynamics simulations, we demonstrate a method for the rapid screening of entire families of materials for activity as nucleating agents and for characterizing their mechanism of action. The method is applied to the crystallization of n-pentacontane, a model surrogate for polyethylene, on the family of tetrahedrally coordinated crystals, including diamond and silicon. A systematic variation of parameters in the interaction potential permits a comprehensive, physically based screening of nucleating agents in this class of materials, including both real and hypothetical candidates. The induction time for heterogeneous nucleation is shown to depend strongly on crystallographic registry between the nucleating agent and the critical nucleus, indicative of an epitaxial mechanism in this class of materials. Importantly, the severity of this registry requirement weakens with decreasing rigidity of the substrate and increasing strength of attraction to the surface of the nucleating agent. Employing this method, a high-throughput computational screening of nucleating agents becomes possible, facilitating the discovery of novel nucleating agents within a broad “materials genome” of possible additives. National Science Foundation (U.S.) (Award CMMI-1235109) 2018-01-08T19:00:48Z 2018-01-08T19:00:48Z 2017-01 2016-12 Article http://purl.org/eprint/type/JournalArticle 1520-6106 1520-5207 http://hdl.handle.net/1721.1/113021 Bourque, Alexander J., C. Rebecca Locker, and Gregory C. Rutledge. “Heterogeneous Nucleation of an n-Alkane on Tetrahedrally Coordinated Crystals.” The Journal of Physical Chemistry B 121, 4 (January 2017): 904–911 © 2017 American Chemical Society https://orcid.org/0000-0001-9074-844X https://orcid.org/0000-0001-8137-1732 en_US http://dx.doi.org/10.1021/acs.jpcb.6b12590 The Journal of Physical Chemistry B Article is made available in accordance with the publisher's policy and may be subject to US copyright law. Please refer to the publisher's site for terms of use. application/pdf American Chemical Society (ACS) Prof. Rutledge via Erja Kajosalo
spellingShingle Locker, C. Rebecca
Bourque, Alexander Jules
Rutledge, Gregory C
Heterogeneous Nucleation of an n-Alkane on Tetrahedrally Coordinated Crystals
title Heterogeneous Nucleation of an n-Alkane on Tetrahedrally Coordinated Crystals
title_full Heterogeneous Nucleation of an n-Alkane on Tetrahedrally Coordinated Crystals
title_fullStr Heterogeneous Nucleation of an n-Alkane on Tetrahedrally Coordinated Crystals
title_full_unstemmed Heterogeneous Nucleation of an n-Alkane on Tetrahedrally Coordinated Crystals
title_short Heterogeneous Nucleation of an n-Alkane on Tetrahedrally Coordinated Crystals
title_sort heterogeneous nucleation of an n alkane on tetrahedrally coordinated crystals
url http://hdl.handle.net/1721.1/113021
https://orcid.org/0000-0001-9074-844X
https://orcid.org/0000-0001-8137-1732
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AT rutledgegregoryc heterogeneousnucleationofannalkaneontetrahedrallycoordinatedcrystals