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Density-Functional Tight-Binding for Platinum Clusters and Bulk: Electronic vs Repulsive Parameters

Published online by Cambridge University Press:  20 June 2019

Ka Hung Lee ,
Van Quan Vuong ,
Victor Fung ,
De-en Jiang  and
Stephan Irle Open the ORCID record for Stephan Irle [Opens in a new window]
Ka Hung Lee
Affiliation:
Bredesen Center for Interdisciplinary Research and Graduate Education, University of Tennessee, Knoxville, TN37996, U.S.A. Computational Sciences and Engineering Division and Chemical Sciences Division, Oak Ridge National Laboratory, Oak Ridge, TN37831, U.S.A.
Van Quan Vuong
Affiliation:
Bredesen Center for Interdisciplinary Research and Graduate Education, University of Tennessee, Knoxville, TN37996, U.S.A. Computational Sciences and Engineering Division and Chemical Sciences Division, Oak Ridge National Laboratory, Oak Ridge, TN37831, U.S.A.
Victor Fung
Affiliation:
Department of Chemistry, University of California, Riverside, CA92521, U.S.A.
De-en Jiang
Affiliation:
Department of Chemistry, University of California, Riverside, CA92521, U.S.A.
Stephan Irle*
Affiliation:
Bredesen Center for Interdisciplinary Research and Graduate Education, University of Tennessee, Knoxville, TN37996, U.S.A.
*
*(Email: [email protected])
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Abstract

We present a general purpose Pt-Pt density-functional tight-binding (DFTB) parameter for Pt clusters as well as bulk, using a genetic algorithm (GA) to automatize the parameterization effort. First we quantify the improvement possible by only optimizing the repulsive potential alone, and second we investigate the effect of improving the electronic parameter as well. During both parameterization efforts we employed our own training set and test sets, with one set containing ∼20,000 spin-polarized DFT structures. We analyze the performance of our two DFTB Pt-Pt parameter sets against density functional theory (DFT) as well as an earlier DFTB Pt-Pt parameters. Our study sheds light on the role of both repulsive and electronic parameters with regards to DFTB performance.

Keywords

electronic structurePtcatalytic
Type
Articles
Information
MRS Advances , Volume 4 , Issue 33-34: Energy and Sustainability , 2019 , pp. 1821 - 1832
Copyright
Copyright © Materials Research Society 2019 

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Footnotes

Notice: This manuscript has been authored by UT-Battelle, LLC, under Contract no. DE-AC05-00OR22725 with the U. S. Department of Energy. The United States Government retains and the publisher, by accepting the article for publication, acknowledges that the United States Government retains a nonexclusive, paid-up, irrevocable, worldwide license to publish or reproduce the published form of this manuscript, or allow others to do so, for United States Government purposes. The Department of Energy will provide public access to these results of federally sponsored research in accordance with the DOE Public Access Plan (http://energy.gov/downloads/doe-public-access-plan).

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