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Atomic Electronic Structure Calculations with Hermite Interpolating Polynomials

[Image: see text] We have recently described the implementation of atomic electronic structure calculations within the finite element method with numerical radial basis functions of the form χ(μ)(r) = r(–1)B(μ)(r), where high-order Lagrange interpolating polynomials (LIPs) were used as the shape fun...

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Autor principal: Lehtola, Susi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2023
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10184118/
https://www.ncbi.nlm.nih.gov/pubmed/37129275
http://dx.doi.org/10.1021/acs.jpca.3c00729
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author Lehtola, Susi
author_facet Lehtola, Susi
author_sort Lehtola, Susi
collection PubMed
description [Image: see text] We have recently described the implementation of atomic electronic structure calculations within the finite element method with numerical radial basis functions of the form χ(μ)(r) = r(–1)B(μ)(r), where high-order Lagrange interpolating polynomials (LIPs) were used as the shape functions B(μ)(r). In this work, we discuss how χ(μ)(r) can be evaluated in a stable manner at small r and also revisit the choice of the shape functions B(μ)(r). Three kinds of shape functions are considered: in addition to the [Image: see text] continuous LIPs, we consider the analytical implementation of first-order Hermite interpolating polynomials (HIPs) that are [Image: see text] continuous, as well as numerical implementations of n-th order ([Image: see text] continuous) HIPs that are expressed in terms of an underlying high-order LIP basis. Furnished with the new implementation, we demonstrate that the first-order HIPs are reliable even with large numbers of nodes and that they also work with nonuniform element grids, affording even better results in atomic electronic structure calculations than LIPs with the same total number of basis functions. We demonstrate that discontinuities can be observed in the spin-σ local kinetic energy τ(σ) in small LIP basis sets, while HIP basis sets do not suffer from such issues; however, either set can be used to reach the complete basis set limit with smooth τ(σ). Moreover, we discuss the implications of HIPs on calculations with meta-GGA functionals with a number of recent meta-GGA functionals, and we find most Minnesota functionals to be ill-behaved. We also examine the potential usefulness of the explicit control over the derivative in HIPs for forming numerical atomic orbital basis sets, but we find that confining potentials are still likely a better option.
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spelling pubmed-101841182023-05-16 Atomic Electronic Structure Calculations with Hermite Interpolating Polynomials Lehtola, Susi J Phys Chem A [Image: see text] We have recently described the implementation of atomic electronic structure calculations within the finite element method with numerical radial basis functions of the form χ(μ)(r) = r(–1)B(μ)(r), where high-order Lagrange interpolating polynomials (LIPs) were used as the shape functions B(μ)(r). In this work, we discuss how χ(μ)(r) can be evaluated in a stable manner at small r and also revisit the choice of the shape functions B(μ)(r). Three kinds of shape functions are considered: in addition to the [Image: see text] continuous LIPs, we consider the analytical implementation of first-order Hermite interpolating polynomials (HIPs) that are [Image: see text] continuous, as well as numerical implementations of n-th order ([Image: see text] continuous) HIPs that are expressed in terms of an underlying high-order LIP basis. Furnished with the new implementation, we demonstrate that the first-order HIPs are reliable even with large numbers of nodes and that they also work with nonuniform element grids, affording even better results in atomic electronic structure calculations than LIPs with the same total number of basis functions. We demonstrate that discontinuities can be observed in the spin-σ local kinetic energy τ(σ) in small LIP basis sets, while HIP basis sets do not suffer from such issues; however, either set can be used to reach the complete basis set limit with smooth τ(σ). Moreover, we discuss the implications of HIPs on calculations with meta-GGA functionals with a number of recent meta-GGA functionals, and we find most Minnesota functionals to be ill-behaved. We also examine the potential usefulness of the explicit control over the derivative in HIPs for forming numerical atomic orbital basis sets, but we find that confining potentials are still likely a better option. American Chemical Society 2023-04-27 /pmc/articles/PMC10184118/ /pubmed/37129275 http://dx.doi.org/10.1021/acs.jpca.3c00729 Text en © 2023 The Author. Published by American Chemical Society https://creativecommons.org/licenses/by/4.0/Permits the broadest form of re-use including for commercial purposes, provided that author attribution and integrity are maintained (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Lehtola, Susi
Atomic Electronic Structure Calculations with Hermite Interpolating Polynomials
title Atomic Electronic Structure Calculations with Hermite Interpolating Polynomials
title_full Atomic Electronic Structure Calculations with Hermite Interpolating Polynomials
title_fullStr Atomic Electronic Structure Calculations with Hermite Interpolating Polynomials
title_full_unstemmed Atomic Electronic Structure Calculations with Hermite Interpolating Polynomials
title_short Atomic Electronic Structure Calculations with Hermite Interpolating Polynomials
title_sort atomic electronic structure calculations with hermite interpolating polynomials
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10184118/
https://www.ncbi.nlm.nih.gov/pubmed/37129275
http://dx.doi.org/10.1021/acs.jpca.3c00729
work_keys_str_mv AT lehtolasusi atomicelectronicstructurecalculationswithhermiteinterpolatingpolynomials