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Simplifying inverse materials design problems for fixed lattices with alchemical chirality

Brute-force compute campaigns relying on demanding ab initio calculations routinely search for previously unknown materials in chemical compound space (CCS), the vast set of all conceivable stable combinations of elements and structural configurations. Here, we demonstrate that four-dimensional chir...

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Detalles Bibliográficos
Autores principales: von Rudorff, Guido Falk, von Lilienfeld, O. Anatole
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for the Advancement of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8133750/
https://www.ncbi.nlm.nih.gov/pubmed/34138735
http://dx.doi.org/10.1126/sciadv.abf1173
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author von Rudorff, Guido Falk
von Lilienfeld, O. Anatole
author_facet von Rudorff, Guido Falk
von Lilienfeld, O. Anatole
author_sort von Rudorff, Guido Falk
collection PubMed
description Brute-force compute campaigns relying on demanding ab initio calculations routinely search for previously unknown materials in chemical compound space (CCS), the vast set of all conceivable stable combinations of elements and structural configurations. Here, we demonstrate that four-dimensional chirality arising from antisymmetry of alchemical perturbations dissects CCS and defines approximate ranks, which reduce its formal dimensionality and break down its combinatorial scaling. The resulting “alchemical” enantiomers have the same electronic energy up to the third order, independent of respective covalent bond topology, imposing relevant constraints on chemical bonding. Alchemical chirality deepens our understanding of CCS and enables the establishment of trends without empiricism for any materials with fixed lattices. We demonstrate the efficacy for three cases: (i) new rules for electronic energy contributions to chemical bonding; (ii) analysis of the electron density of BN-doped benzene; and (iii) ranking over 2000 and 4 million BN-doped naphthalene and picene derivatives, respectively.
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spelling pubmed-81337502021-05-24 Simplifying inverse materials design problems for fixed lattices with alchemical chirality von Rudorff, Guido Falk von Lilienfeld, O. Anatole Sci Adv Research Articles Brute-force compute campaigns relying on demanding ab initio calculations routinely search for previously unknown materials in chemical compound space (CCS), the vast set of all conceivable stable combinations of elements and structural configurations. Here, we demonstrate that four-dimensional chirality arising from antisymmetry of alchemical perturbations dissects CCS and defines approximate ranks, which reduce its formal dimensionality and break down its combinatorial scaling. The resulting “alchemical” enantiomers have the same electronic energy up to the third order, independent of respective covalent bond topology, imposing relevant constraints on chemical bonding. Alchemical chirality deepens our understanding of CCS and enables the establishment of trends without empiricism for any materials with fixed lattices. We demonstrate the efficacy for three cases: (i) new rules for electronic energy contributions to chemical bonding; (ii) analysis of the electron density of BN-doped benzene; and (iii) ranking over 2000 and 4 million BN-doped naphthalene and picene derivatives, respectively. American Association for the Advancement of Science 2021-05-19 /pmc/articles/PMC8133750/ /pubmed/34138735 http://dx.doi.org/10.1126/sciadv.abf1173 Text en Copyright © 2021 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works. Distributed under a Creative Commons Attribution NonCommercial License 4.0 (CC BY-NC). https://creativecommons.org/licenses/by-nc/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial license (https://creativecommons.org/licenses/by-nc/4.0/) , which permits use, distribution, and reproduction in any medium, so long as the resultant use is not for commercial advantage and provided the original work is properly cited.
spellingShingle Research Articles
von Rudorff, Guido Falk
von Lilienfeld, O. Anatole
Simplifying inverse materials design problems for fixed lattices with alchemical chirality
title Simplifying inverse materials design problems for fixed lattices with alchemical chirality
title_full Simplifying inverse materials design problems for fixed lattices with alchemical chirality
title_fullStr Simplifying inverse materials design problems for fixed lattices with alchemical chirality
title_full_unstemmed Simplifying inverse materials design problems for fixed lattices with alchemical chirality
title_short Simplifying inverse materials design problems for fixed lattices with alchemical chirality
title_sort simplifying inverse materials design problems for fixed lattices with alchemical chirality
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8133750/
https://www.ncbi.nlm.nih.gov/pubmed/34138735
http://dx.doi.org/10.1126/sciadv.abf1173
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