{"title":"A critical comparative review of generalized gradient approximation: the ground state of Fe3Al as a test case","authors":"Monika Vsianska, Martin Friák, Mojmir Sob","doi":"10.1088/1361-651x/ad084c","DOIUrl":null,"url":null,"abstract":"Abstract Quantum-mechanical calculations have become an indispensable tool for computational materials science due to their unprecedented versatility and reliability. Focusing specifically on the Density Functional Theory (DFT), the reliability of its numerous implementations was tested and verified mostly for pure elements. An extensive testing of binaries, ternaries and more-component phases is still rather rare due to a vast configurational space that is nearly infinite already for binaries. Importantly, there are well known cases of theoretical predictions contradicting experiments. In this paper, we analyze the failure of theory to reproduce correctly the ground state of the Fe 3 Al intermetallic compound. Namely, most exchange-correlation (xc) energies within the generalized gradient approximation (GGA) predict this material in the L1 2 structure instead of the experimentally found D0 3 structure. We test the performance of 36 combinations of 6 different GGA parametrizations and 6 different Fe and Al potentials. These combinations are evaluated employing a multi-dimensional multi-criteria descriptor { <?CDATA $\\Delta E$?> <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" overflow=\"scroll\"> <mml:mi mathvariant=\"normal\">Δ</mml:mi> <mml:mi>E</mml:mi> </mml:math> , a , { <?CDATA $\\mu^{\\mathrm{Fe}}$?> <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" overflow=\"scroll\"> <mml:msup> <mml:mi>μ</mml:mi> <mml:mrow> <mml:mrow> <mml:mi mathvariant=\"normal\">F</mml:mi> <mml:mi mathvariant=\"normal\">e</mml:mi> </mml:mrow> </mml:mrow> </mml:msup> </mml:math> }, { C ij }} consisting of fundamental thermodynamic properties (energy difference <?CDATA $\\Delta E$?> <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" overflow=\"scroll\"> <mml:mi mathvariant=\"normal\">Δ</mml:mi> <mml:mi>E</mml:mi> </mml:math> between the D0 3 and L1 2 structures), a structural aspect (lattice parameter a ), electronic-structure related magnetic properties (local magnetic moments of Fe atoms { <?CDATA $\\mu^{\\mathrm{Fe}}$?> <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" overflow=\"scroll\"> <mml:msup> <mml:mi>μ</mml:mi> <mml:mrow> <mml:mrow> <mml:mi mathvariant=\"normal\">F</mml:mi> <mml:mi mathvariant=\"normal\">e</mml:mi> </mml:mrow> </mml:mrow> </mml:msup> </mml:math> }) and elastic properties (a complete set of second-order elastic constants { C ij }). Considering the thermodynamic stability as the most critical aspect, we identify the Perdew–Wang (1991) GGA xc-functional parametrization as the optimum for describing the electronic structure of the Fe 3 Al compound.","PeriodicalId":18648,"journal":{"name":"Modelling and Simulation in Materials Science and Engineering","volume":"59 21","pages":"0"},"PeriodicalIF":1.9000,"publicationDate":"2023-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Modelling and Simulation in Materials Science and Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1088/1361-651x/ad084c","RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"MATERIALS SCIENCE, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0
Abstract
Abstract Quantum-mechanical calculations have become an indispensable tool for computational materials science due to their unprecedented versatility and reliability. Focusing specifically on the Density Functional Theory (DFT), the reliability of its numerous implementations was tested and verified mostly for pure elements. An extensive testing of binaries, ternaries and more-component phases is still rather rare due to a vast configurational space that is nearly infinite already for binaries. Importantly, there are well known cases of theoretical predictions contradicting experiments. In this paper, we analyze the failure of theory to reproduce correctly the ground state of the Fe 3 Al intermetallic compound. Namely, most exchange-correlation (xc) energies within the generalized gradient approximation (GGA) predict this material in the L1 2 structure instead of the experimentally found D0 3 structure. We test the performance of 36 combinations of 6 different GGA parametrizations and 6 different Fe and Al potentials. These combinations are evaluated employing a multi-dimensional multi-criteria descriptor { ΔE , a , { μFe }, { C ij }} consisting of fundamental thermodynamic properties (energy difference ΔE between the D0 3 and L1 2 structures), a structural aspect (lattice parameter a ), electronic-structure related magnetic properties (local magnetic moments of Fe atoms { μFe }) and elastic properties (a complete set of second-order elastic constants { C ij }). Considering the thermodynamic stability as the most critical aspect, we identify the Perdew–Wang (1991) GGA xc-functional parametrization as the optimum for describing the electronic structure of the Fe 3 Al compound.
期刊介绍:
Serving the multidisciplinary materials community, the journal aims to publish new research work that advances the understanding and prediction of material behaviour at scales from atomistic to macroscopic through modelling and simulation.
Subject coverage:
Modelling and/or simulation across materials science that emphasizes fundamental materials issues advancing the understanding and prediction of material behaviour. Interdisciplinary research that tackles challenging and complex materials problems where the governing phenomena may span different scales of materials behaviour, with an emphasis on the development of quantitative approaches to explain and predict experimental observations. Material processing that advances the fundamental materials science and engineering underpinning the connection between processing and properties. Covering all classes of materials, and mechanical, microstructural, electronic, chemical, biological, and optical properties.