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Toward Accurate Adsorption Energetics on Clay Surfaces

[Image: see text] Clay minerals are ubiquitous in nature, and the manner in which they interact with their surroundings has important industrial and environmental implications. Consequently, a molecular-level understanding of the adsorption of molecules on clay surfaces is crucial. In this regard co...

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Autores principales: Zen, Andrea, Roch, Loïc M., Cox, Stephen J., Hu, Xiao Liang, Sorella, Sandro, Alfè, Dario, Michaelides, Angelos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2016
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5126707/
https://www.ncbi.nlm.nih.gov/pubmed/27917256
http://dx.doi.org/10.1021/acs.jpcc.6b09559
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author Zen, Andrea
Roch, Loïc M.
Cox, Stephen J.
Hu, Xiao Liang
Sorella, Sandro
Alfè, Dario
Michaelides, Angelos
author_facet Zen, Andrea
Roch, Loïc M.
Cox, Stephen J.
Hu, Xiao Liang
Sorella, Sandro
Alfè, Dario
Michaelides, Angelos
author_sort Zen, Andrea
collection PubMed
description [Image: see text] Clay minerals are ubiquitous in nature, and the manner in which they interact with their surroundings has important industrial and environmental implications. Consequently, a molecular-level understanding of the adsorption of molecules on clay surfaces is crucial. In this regard computer simulations play an important role, yet the accuracy of widely used empirical force fields (FF) and density functional theory (DFT) exchange-correlation functionals is often unclear in adsorption systems dominated by weak interactions. Herein we present results from quantum Monte Carlo (QMC) for water and methanol adsorption on the prototypical clay kaolinite. To the best of our knowledge, this is the first time QMC has been used to investigate adsorption at a complex, natural surface such as a clay. As well as being valuable in their own right, the QMC benchmarks obtained provide reference data against which the performance of cheaper DFT methods can be tested. Indeed using various DFT exchange-correlation functionals yields a very broad range of adsorption energies, and it is unclear a priori which evaluation is better. QMC reveals that in the systems considered here it is essential to account for van der Waals (vdW) dispersion forces since this alters both the absolute and relative adsorption energies of water and methanol. We show, via FF simulations, that incorrect relative energies can lead to significant changes in the interfacial densities of water and methanol solutions at the kaolinite interface. Despite the clear improvements offered by the vdW-corrected and the vdW-inclusive functionals, absolute adsorption energies are often overestimated, suggesting that the treatment of vdW forces in DFT is not yet a solved problem.
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spelling pubmed-51267072016-11-30 Toward Accurate Adsorption Energetics on Clay Surfaces Zen, Andrea Roch, Loïc M. Cox, Stephen J. Hu, Xiao Liang Sorella, Sandro Alfè, Dario Michaelides, Angelos J Phys Chem C Nanomater Interfaces [Image: see text] Clay minerals are ubiquitous in nature, and the manner in which they interact with their surroundings has important industrial and environmental implications. Consequently, a molecular-level understanding of the adsorption of molecules on clay surfaces is crucial. In this regard computer simulations play an important role, yet the accuracy of widely used empirical force fields (FF) and density functional theory (DFT) exchange-correlation functionals is often unclear in adsorption systems dominated by weak interactions. Herein we present results from quantum Monte Carlo (QMC) for water and methanol adsorption on the prototypical clay kaolinite. To the best of our knowledge, this is the first time QMC has been used to investigate adsorption at a complex, natural surface such as a clay. As well as being valuable in their own right, the QMC benchmarks obtained provide reference data against which the performance of cheaper DFT methods can be tested. Indeed using various DFT exchange-correlation functionals yields a very broad range of adsorption energies, and it is unclear a priori which evaluation is better. QMC reveals that in the systems considered here it is essential to account for van der Waals (vdW) dispersion forces since this alters both the absolute and relative adsorption energies of water and methanol. We show, via FF simulations, that incorrect relative energies can lead to significant changes in the interfacial densities of water and methanol solutions at the kaolinite interface. Despite the clear improvements offered by the vdW-corrected and the vdW-inclusive functionals, absolute adsorption energies are often overestimated, suggesting that the treatment of vdW forces in DFT is not yet a solved problem. American Chemical Society 2016-10-31 2016-11-23 /pmc/articles/PMC5126707/ /pubmed/27917256 http://dx.doi.org/10.1021/acs.jpcc.6b09559 Text en Copyright © 2016 American Chemical Society This is an open access article published under an ACS AuthorChoice License (http://pubs.acs.org/page/policy/authorchoice_termsofuse.html) , which permits copying and redistribution of the article or any adaptations for non-commercial purposes.
spellingShingle Zen, Andrea
Roch, Loïc M.
Cox, Stephen J.
Hu, Xiao Liang
Sorella, Sandro
Alfè, Dario
Michaelides, Angelos
Toward Accurate Adsorption Energetics on Clay Surfaces
title Toward Accurate Adsorption Energetics on Clay Surfaces
title_full Toward Accurate Adsorption Energetics on Clay Surfaces
title_fullStr Toward Accurate Adsorption Energetics on Clay Surfaces
title_full_unstemmed Toward Accurate Adsorption Energetics on Clay Surfaces
title_short Toward Accurate Adsorption Energetics on Clay Surfaces
title_sort toward accurate adsorption energetics on clay surfaces
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5126707/
https://www.ncbi.nlm.nih.gov/pubmed/27917256
http://dx.doi.org/10.1021/acs.jpcc.6b09559
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