Levy-Lieb-Based Monte Carlo Study of the Dimensionality Behaviour of the Electronic Kinetic Functional

We consider a gas of interacting electrons in the limit of nearly uniform density and treat the one dimensional (1D), two dimensional (2D) and three dimensional (3D) cases. We focus on the determination of the correlation part of the kinetic functional by employing a Monte Carlo sampling technique o...

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Main Authors: Seshaditya A., Luca M. Ghiringhelli, Luigi Delle Site
Format: Article
Language:English
Published: MDPI AG 2017-06-01
Series:Computation
Subjects:
Online Access:http://www.mdpi.com/2079-3197/5/2/30
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spelling doaj-edb1b616183a453cac58e61007035ea52020-11-24T22:15:29ZengMDPI AGComputation2079-31972017-06-01523010.3390/computation5020030computation5020030Levy-Lieb-Based Monte Carlo Study of the Dimensionality Behaviour of the Electronic Kinetic FunctionalSeshaditya A.0Luca M. Ghiringhelli1Luigi Delle Site2Institute for Mathematics, Freie Universität Berlin, D-14195 Berlin, GermanyFritz-Haber Institute, Faradayweg 4-6, D-14195 Berlin, GermanyInstitute for Mathematics, Freie Universität Berlin, D-14195 Berlin, GermanyWe consider a gas of interacting electrons in the limit of nearly uniform density and treat the one dimensional (1D), two dimensional (2D) and three dimensional (3D) cases. We focus on the determination of the correlation part of the kinetic functional by employing a Monte Carlo sampling technique of electrons in space based on an analytic derivation via the Levy-Lieb constrained search principle. Of particular interest is the question of the behaviour of the functional as one passes from 1D to 3D; according to the basic principles of Density Functional Theory (DFT) the form of the universal functional should be independent of the dimensionality. However, in practice the straightforward use of current approximate functionals in different dimensions is problematic. Here, we show that going from the 3D to the 2D case the functional form is consistent (concave function) but in 1D becomes convex; such a drastic difference is peculiar of 1D electron systems as it is for other quantities. Given the interesting behaviour of the functional, this study represents a basic first-principle approach to the problem and suggests further investigations using highly accurate (though expensive) many-electron computational techniques, such as Quantum Monte Carlo.http://www.mdpi.com/2079-3197/5/2/30Levy-Lieb principleMonte Carlo sampling of electronskinetic-energy functionalsdimensionality
collection DOAJ
language English
format Article
sources DOAJ
author Seshaditya A.
Luca M. Ghiringhelli
Luigi Delle Site
spellingShingle Seshaditya A.
Luca M. Ghiringhelli
Luigi Delle Site
Levy-Lieb-Based Monte Carlo Study of the Dimensionality Behaviour of the Electronic Kinetic Functional
Computation
Levy-Lieb principle
Monte Carlo sampling of electrons
kinetic-energy functionals
dimensionality
author_facet Seshaditya A.
Luca M. Ghiringhelli
Luigi Delle Site
author_sort Seshaditya A.
title Levy-Lieb-Based Monte Carlo Study of the Dimensionality Behaviour of the Electronic Kinetic Functional
title_short Levy-Lieb-Based Monte Carlo Study of the Dimensionality Behaviour of the Electronic Kinetic Functional
title_full Levy-Lieb-Based Monte Carlo Study of the Dimensionality Behaviour of the Electronic Kinetic Functional
title_fullStr Levy-Lieb-Based Monte Carlo Study of the Dimensionality Behaviour of the Electronic Kinetic Functional
title_full_unstemmed Levy-Lieb-Based Monte Carlo Study of the Dimensionality Behaviour of the Electronic Kinetic Functional
title_sort levy-lieb-based monte carlo study of the dimensionality behaviour of the electronic kinetic functional
publisher MDPI AG
series Computation
issn 2079-3197
publishDate 2017-06-01
description We consider a gas of interacting electrons in the limit of nearly uniform density and treat the one dimensional (1D), two dimensional (2D) and three dimensional (3D) cases. We focus on the determination of the correlation part of the kinetic functional by employing a Monte Carlo sampling technique of electrons in space based on an analytic derivation via the Levy-Lieb constrained search principle. Of particular interest is the question of the behaviour of the functional as one passes from 1D to 3D; according to the basic principles of Density Functional Theory (DFT) the form of the universal functional should be independent of the dimensionality. However, in practice the straightforward use of current approximate functionals in different dimensions is problematic. Here, we show that going from the 3D to the 2D case the functional form is consistent (concave function) but in 1D becomes convex; such a drastic difference is peculiar of 1D electron systems as it is for other quantities. Given the interesting behaviour of the functional, this study represents a basic first-principle approach to the problem and suggests further investigations using highly accurate (though expensive) many-electron computational techniques, such as Quantum Monte Carlo.
topic Levy-Lieb principle
Monte Carlo sampling of electrons
kinetic-energy functionals
dimensionality
url http://www.mdpi.com/2079-3197/5/2/30
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