Comparison study of exchange-correlation functionals on prediction of ground states and structural properties

被引:6
作者
Park, Ji-Sang [1 ]
机构
[1] Kyungpook Natl Univ, Dept Phys, Daegu 41566, South Korea
基金
新加坡国家研究基金会;
关键词
Exchange-correlation; DFT; van der Waals correction; Meta-GGA; Structure prediction; DIRECT-BAND-GAP; ELECTRON-GAS; TRANSITION; ACCURATE; DESIGN;
D O I
10.1016/j.cap.2020.12.005
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Despite significant advances in first-principles calculation methods, there is no single exchange-correlation functional which predicts the ground state of materials without an error yet. We investigated how accurately ground states of binary semiconductors are described using 16 exchange-correlation functionals (with or without van der Waals corrections). LDA, PBEsol, SCAN (with or without rVV10 correction), and PBE with D3 van der Waals correction (zero or Becke-Johnson damping) show good predicting power. The lattice constants of stable phases were slightly better described by SCAN, PBEsol, PBE+D3 (Becke-Johnson damping), and MS2. We also propose a set of functionals to double-check the stability of new materials based on the majority vote.
引用
收藏
页码:61 / 64
页数:4
相关论文
共 46 条
[1]  
[Anonymous], 1965, CRYSTAL STRUCTURES
[2]   Screening for high-performance piezoelectrics using high-throughput density functional theory [J].
Armiento, Rickard ;
Kozinsky, Boris ;
Fornari, Marco ;
Ceder, Gerbrand .
PHYSICAL REVIEW B, 2011, 84 (01)
[3]   Network analysis of synthesizable materials discovery [J].
Aykol, Muratahan ;
Hegde, Vinay I. ;
Hung, Linda ;
Suram, Santosh ;
Herring, Patrick ;
Wolverton, Chris ;
Hummelshoj, Jens S. .
NATURE COMMUNICATIONS, 2019, 10 (1)
[4]   Thermodynamic limit for synthesis of metastable inorganic materials [J].
Aykol, Muratahan ;
Dwaraknath, Shyam S. ;
Sun, Wenhao ;
Persson, Kristin A. .
SCIENCE ADVANCES, 2018, 4 (04)
[5]   PROJECTOR AUGMENTED-WAVE METHOD [J].
BLOCHL, PE .
PHYSICAL REVIEW B, 1994, 50 (24) :17953-17979
[6]   Machine learning for molecular and materials science [J].
Butler, Keith T. ;
Davies, Daniel W. ;
Cartwright, Hugh ;
Isayev, Olexandr ;
Walsh, Aron .
NATURE, 2018, 559 (7715) :547-555
[7]   Opportunities and challenges for first-principles materials design and applications to Li battery materials [J].
Ceder, Gerbrand .
MRS BULLETIN, 2010, 35 (09) :693-701
[8]   GROUND-STATE OF THE ELECTRON-GAS BY A STOCHASTIC METHOD [J].
CEPERLEY, DM ;
ALDER, BJ .
PHYSICAL REVIEW LETTERS, 1980, 45 (07) :566-569
[9]   Assessing the performance of recent density functionals for bulk solids [J].
Csonka, Gabor I. ;
Perdew, John P. ;
Ruzsinszky, Adrienn ;
Philipsen, Pier H. T. ;
Lebegue, Sebastien ;
Paier, Joachim ;
Vydrov, Oleg A. ;
Angyan, Janos G. .
PHYSICAL REVIEW B, 2009, 79 (15)
[10]   Descriptors for Electron and Hole Charge Carriers in Metal Oxides [J].
Davies, Daniel W. ;
Savory, Christopher N. ;
Frost, Jarvist M. ;
Scanlon, David O. ;
Morgan, Benjamin J. ;
Walsh, Aron .
JOURNAL OF PHYSICAL CHEMISTRY LETTERS, 2020, 11 (02) :438-444