van Setten, Michiel
[UCL]
Giantomassi, Matteo
[UCL]
Gonze, Xavier
[UCL]
Rignanese, Gian-Marco
[UCL]
Hautier, Geoffroy
[UCL]
The search for new materials based on computational screening relies on methods that accurately predict, in an automatic manner, total energy, atomic-scale geometries, and other fundamental characteristics of materials. Many technologically important material properties directly stem from the electronic structure of a material, but the usualworkhorse for total energies, namely density-functional theory, is plagued by fundamental shortcomings and errors from approximate exchange-correlation functionals in its prediction of the electronic structure. At variance, the GW method is currently the state-of-the-art ab initio approach for accurate electronic structure. It is mostly used to perturbatively correct density-functional theory results, but is, however, computationally demanding and also requires expert knowledge to give accurate results. Accordingly, it is not presently used in high-throughput screening: fully automatized algorithms for setting up the calculations and determining convergence are lacking. In this paper, we develop such a method and, as a first application, use it to validate the accuracy of G0W0 using the PBE starting point and the Godby-Needs plasmon-pole model (G0 WGN0 @PBE) on a set of about 80 solids. The results of the automatic convergence study utilized provide valuable insights. Indeed, we find correlations between computational parameters that can be used to further improve the automatization of GW calculations. Moreover, we find that G0 WGN0 @PBE shows a correlation between the PBE and the G0 WGN0 @PBE gaps that is much stronger than that between GW and experimental gaps. However, the G0 WGN0 @PBE gaps still describe the experimental gaps more accurately than a linear model based on the PBE gaps. With this paper, we hence show that GW can be made automatic and is more accurate than using an empirical correction of the PBE gap, but that, for accurate predictive results for a broad class of materials, an improved starting point or some type of self-consistency is necessary.
- Hedin Lars, New Method for Calculating the One-Particle Green's Function with Application to the Electron-Gas Problem, 10.1103/physrev.139.a796
- Strinati G., Mattausch H. J., Hanke W., Dynamical Correlation Effects on the Quasiparticle Bloch States of a Covalent Crystal, 10.1103/physrevlett.45.290
- Strinati G., Mattausch H. J., Hanke W., Dynamical aspects of correlation corrections in a covalent crystal, 10.1103/physrevb.25.2867
- Hybertsen Mark S., Louie Steven G., First-Principles Theory of Quasiparticles: Calculation of Band Gaps in Semiconductors and Insulators, 10.1103/physrevlett.55.1418
- Hybertsen Mark S., Louie Steven G., Electron correlation in semiconductors and insulators: Band gaps and quasiparticle energies, 10.1103/physrevb.34.5390
- Godby R. W., Schlüter M., Sham L. J., Accurate Exchange-Correlation Potential for Silicon and Its Discontinuity on Addition of an Electron, 10.1103/physrevlett.56.2415
- Shishkin M., Kresse G., Implementation and performance of the frequency-dependentGWmethod within the PAW framework, 10.1103/physrevb.74.035101
- Marini Andrea, Hogan Conor, Grüning Myrta, Varsano Daniele, yambo: An ab initio tool for excited state calculations, 10.1016/j.cpc.2009.02.003
- Deslippe Jack, Samsonidze Georgy, Strubbe David A., Jain Manish, Cohen Marvin L., Louie Steven G., BerkeleyGW: A massively parallel computer package for the calculation of the quasiparticle and optical properties of materials and nanostructures, 10.1016/j.cpc.2011.12.006
- Ren Xinguo, Rinke Patrick, Blum Volker, Wieferink Jürgen, Tkatchenko Alexandre, Sanfilippo Andrea, Reuter Karsten, Scheffler Matthias, Resolution-of-identity approach to Hartree–Fock, hybrid density functionals, RPA, MP2 andGWwith numeric atom-centered orbital basis functions, 10.1088/1367-2630/14/5/053020
- Gonze Xavier, A brief introduction to the ABINIT software package, 10.1524/zkri.220.5.558.65066
- Gonze X., Jollet F., Abreu Araujo F., Adams D., Amadon B., Applencourt T., Audouze C., Beuken J.-M., Bieder J., Bokhanchuk A., Bousquet E., Bruneval F., Caliste D., Côté M., Dahm F., Da Pieve F., Delaveau M., Di Gennaro M., Dorado B., Espejo C., Geneste G., Genovese L., Gerossier A., Giantomassi M., Gillet Y., Hamann D.R., He L., Jomard G., Laflamme Janssen J., Le Roux S., Levitt A., Lherbier A., Liu F., Lukačević I., Martin A., Martins C., Oliveira M.J.T., Poncé S., Pouillon Y., Rangel T., Rignanese G.-M., Romero A.H., Rousseau B., Rubel O., Shukri A.A., Stankovski M., Torrent M., Van Setten M.J., Van Troeye B., Verstraete M.J., Waroquiers D., Wiktor J., Xu B., Zhou A., Zwanziger J.W., Recent developments in the ABINIT software package, 10.1016/j.cpc.2016.04.003
- Schindlmayr Arno, Friedrich Christoph, Sasioglu Ersoy, Blügel Stefan, First-Principles Calculation of Electronic Excitations in Solids with SPEX, 10.1524/zpch.2010.6110
- Faleev Sergey V., van Schilfgaarde Mark, Kotani Takao, All-Electron Self-ConsistentGWApproximation: Application to Si, MnO, and NiO, 10.1103/physrevlett.93.126406
- van Setten M. J., Weigend F., Evers F., TheGW-Method for Quantum Chemistry Applications: Theory and Implementation, 10.1021/ct300648t
- Rieger Martin M., Steinbeck L., White I.D., Rojas H.N., Godby R.W., The GW space-time method for the self-energy of large systems, 10.1016/s0010-4655(98)00174-x
- Govoni Marco, Galli Giulia, Large Scale GW Calculations, 10.1021/ct500958p
- Martin-Samos Layla, Bussi Giovanni, SaX: An open source package for electronic-structure and optical-properties calculations in the GW approximation, 10.1016/j.cpc.2009.02.005
- Kutepov Andrey, Haule Kristjan, Savrasov Sergey Y., Kotliar Gabriel, Electronic structure of Pu and Am metals by self-consistent relativisticGWmethod, 10.1103/physrevb.85.155129
- Jiang Hong, Gómez-Abal Ricardo I., Li Xin-Zheng, Meisenbichler Christian, Ambrosch-Draxl Claudia, Scheffler Matthias, FHI-gap: A code based on the all-electron augmented plane wave method, 10.1016/j.cpc.2012.09.018
- Holm Bengt, von Barth Ulf, Cancellation Effects in the GW Approximation, 10.1238/physica.topical.109a00135
- Rinke Patrick, Qteish Abdallah, Neugebauer Jörg, Freysoldt Christoph, Scheffler Matthias, CombiningGWcalculations with exact-exchange density-functional theory: an analysis of valence-band photoemission for compound semiconductors, 10.1088/1367-2630/7/1/126
- Fuchs F., Furthmüller J., Bechstedt F., Shishkin M., Kresse G., Quasiparticle band structure based on a generalized Kohn-Sham scheme, 10.1103/physrevb.76.115109
- Körzdörfer Thomas, Marom Noa, Strategy for finding a reliable starting point forG0W0demonstrated for molecules, 10.1103/physrevb.86.041110
- Caruso F., Rinke P., Ren X., Scheffler M., Rubio A., Unified description of ground and excited states of finite systems: The self-consistentGWapproach, 10.1103/physrevb.86.081102
- Marom Noa, Caruso Fabio, Ren Xinguo, Hofmann Oliver T., Körzdörfer Thomas, Chelikowsky James R., Rubio Angel, Scheffler Matthias, Rinke Patrick, Benchmark ofGWmethods for azabenzenes, 10.1103/physrevb.86.245127
- Bruneval Fabien, Marques Miguel A. L., Benchmarking the Starting Points of theGWApproximation for Molecules, 10.1021/ct300835h
- Atalla Viktor, Yoon Mina, Caruso Fabio, Rinke Patrick, Scheffler Matthias, Hybrid density functional theory meets quasiparticle calculations: A consistent electronic structure approach, 10.1103/physrevb.88.165122
- Dauth Matthias, Caruso Fabio, Kümmel Stephan, Rinke Patrick, Piecewise linearity in theGWapproximation for accurate quasiparticle energy predictions, 10.1103/physrevb.93.121115
- Kaplan F., Harding M. E., Seiler C., Weigend F., Evers F., van Setten M. J., Quasi-Particle Self-ConsistentGWfor Molecules, 10.1021/acs.jctc.5b01238
- Ren Xinguo, Rinke Patrick, Joas Christian, Scheffler Matthias, Random-phase approximation and its applications in computational chemistry and materials science, 10.1007/s10853-012-6570-4
- Gulans Andris, Towards numerically accurate many-body perturbation theory: Short-range correlation effects, 10.1063/1.4900447
- Dixit H, Saniz R, Lamoen D, Partoens B, The quasiparticle band structure of zincblende and rocksalt ZnO, 10.1088/0953-8984/22/12/125505
- Klimeš Jiří, Kaltak Merzuk, Kresse Georg, PredictiveGWcalculations using plane waves and pseudopotentials, 10.1103/physrevb.90.075125
- van Setten Michiel J., Caruso Fabio, Sharifzadeh Sahar, Ren Xinguo, Scheffler Matthias, Liu Fang, Lischner Johannes, Lin Lin, Deslippe Jack R., Louie Steven G., Yang Chao, Weigend Florian, Neaton Jeffrey B., Evers Ferdinand, Rinke Patrick, GW100: BenchmarkingG0W0for Molecular Systems, 10.1021/acs.jctc.5b00453
- Friedrich Christoph, Schindlmayr Arno, Blügel Stefan, Kotani Takao, Elimination of the linearization error inGWcalculations based on the linearized augmented-plane-wave method, 10.1103/physrevb.74.045104
- Stankovski M., Antonius G., Waroquiers D., Miglio A., Dixit H., Sankaran K., Giantomassi M., Gonze X., Côté M., Rignanese G.-M., G0W0band gap of ZnO: Effects of plasmon-pole models, 10.1103/physrevb.84.241201
- Gao Weiwei, Xia Weiyi, Gao Xiang, Zhang Peihong, Speeding up GW Calculations to Meet the Challenge of Large Scale Quasiparticle Predictions, 10.1038/srep36849
- Lejaeghere K., Bihlmayer G., Bjorkman T., Blaha P., Blugel S., Blum V., Caliste D., Castelli I. E., Clark S. J., Dal Corso A., de Gironcoli S., Deutsch T., Dewhurst J. K., Di Marco I., Draxl C., Du ak M., Eriksson O., Flores-Livas J. A., Garrity K. F., Genovese L., Giannozzi P., Giantomassi M., Goedecker S., Gonze X., Granas O., Gross E. K. U., Gulans A., Gygi F., Hamann D. R., Hasnip P. J., Holzwarth N. A. W., Iu an D., Jochym D. B., Jollet F., Jones D., Kresse G., Koepernik K., Kucukbenli E., Kvashnin Y. O., Locht I. L. M., Lubeck S., Marsman M., Marzari N., Nitzsche U., Nordstrom L., Ozaki T., Paulatto L., Pickard C. J., Poelmans W., Probert M. I. J., Refson K., Richter M., Rignanese G.-M., Saha S., Scheffler M., Schlipf M., Schwarz K., Sharma S., Tavazza F., Thunstrom P., Tkatchenko A., Torrent M., Vanderbilt D., van Setten M. J., Van Speybroeck V., Wills J. M., Yates J. R., Zhang G.-X., Cottenier S., Reproducibility in density functional theory calculations of solids, 10.1126/science.aad3000
- Caruso Fabio, Dauth Matthias, van Setten Michiel J., Rinke Patrick, Benchmark ofGWApproaches for theGW100 Test Set, 10.1021/acs.jctc.6b00774
- Maggio Emanuele, Liu Peitao, van Setten Michiel J., Kresse Georg, GW100: A Plane Wave Perspective for Small Molecules, 10.1021/acs.jctc.6b01150
- van Schilfgaarde M., Kotani Takao, Faleev S., Quasiparticle Self-ConsistentGWTheory, 10.1103/physrevlett.96.226402
- Li Xin-Zheng, Gómez-Abal Ricardo, Jiang Hong, Ambrosch-Draxl Claudia, Scheffler Matthias, Impact of widely used approximations to theG0W0method: an all-electron perspective, 10.1088/1367-2630/14/2/023006
- Nabok Dmitrii, Gulans Andris, Draxl Claudia, Accurate all-electronG0W0quasiparticle energies employing the full-potential augmented plane-wave method, 10.1103/physrevb.94.035118
- Jain Anubhav, Ong Shyue Ping, Hautier Geoffroy, Chen Wei, Richards William Davidson, Dacek Stephen, Cholia Shreyas, Gunter Dan, Skinner David, Ceder Gerbrand, Persson Kristin A., Commentary: The Materials Project: A materials genome approach to accelerating materials innovation, 10.1063/1.4812323
- Saal James E., Kirklin Scott, Aykol Muratahan, Meredig Bryce, Wolverton C., Materials Design and Discovery with High-Throughput Density Functional Theory: The Open Quantum Materials Database (OQMD), 10.1007/s11837-013-0755-4
- Curtarolo Stefano, Setyawan Wahyu, Wang Shidong, Xue Junkai, Yang Kesong, Taylor Richard H., Nelson Lance J., Hart Gus L.W., Sanvito Stefano, Buongiorno-Nardelli Marco, Mingo Natalio, Levy Ohad, AFLOWLIB.ORG: A distributed materials properties repository from high-throughput ab initio calculations, 10.1016/j.commatsci.2012.02.002
- Perdew John P., Ernzerhof Matthias, Burke Kieron, Rationale for mixing exact exchange with density functional approximations, 10.1063/1.472933
- Godby R. W., Schlüter M., Sham L. J., Self-energy operators and exchange-correlation potentials in semiconductors, 10.1103/physrevb.37.10159
- Giantomassi M., Stankovski M., Shaltaf R., Grüning M., Bruneval F., Rinke P., Rignanese G.-M., Electronic properties of interfaces and defects from many-body perturbation theory: Recent developments and applications, 10.1002/pssb.201046094
- Hamann D. R., Optimized norm-conserving Vanderbilt pseudopotentials, 10.1103/physrevb.88.085117
- Ong Shyue Ping, Richards William Davidson, Jain Anubhav, Hautier Geoffroy, Kocher Michael, Cholia Shreyas, Gunter Dan, Chevrier Vincent L., Persson Kristin A., Ceder Gerbrand, Python Materials Genomics (pymatgen): A robust, open-source python library for materials analysis, 10.1016/j.commatsci.2012.10.028
- Cazzaniga Marco, Manini Nicola, Molinari Luca Guido, Onida Giovanni, Ab initioself-energy corrections in systems with metallic screening, 10.1103/physrevb.77.035117
- Rangel T., Kecik D., Trevisanutto P. E., Rignanese G.-M., Van Swygenhoven H., Olevano V., Band structure of gold from many-body perturbation theory, 10.1103/physrevb.86.125125
- Waroquiers David, Lherbier Aurélien, Miglio Anna, Stankovski Martin, Poncé Samuel, Oliveira Micael J. T., Giantomassi Matteo, Rignanese Gian-Marco, Gonze Xavier, Band widths and gaps from the Tran-Blaha functional: Comparison with many-body perturbation theory, 10.1103/physrevb.87.075121
- Huber Peter J., Robust Regression: Asymptotics, Conjectures and Monte Carlo, 10.1214/aos/1176342503
- Chan M. K. Y., Ceder G., Efficient Band Gap Prediction for Solids, 10.1103/physrevlett.105.196403
- Chang K. J., Cohen Marvin L., Electron-phonon interactions and superconductivity in Si, Ge, and Sn, 10.1103/physrevb.34.4552
- Manjón F. J., Hernández-Fenollosa M. A., Marí B., Li S. F., Poweleit C. D., Bell A., Menéndez J., Cardona M., Effect of N isotopic mass on the photoluminescence and cathodoluminescence spectra of gallium nitride, 10.1140/epjb/e2004-00211-1
- Cardona Manuel, Thewalt M. L. W., Isotope effects on the optical spectra of semiconductors, 10.1103/revmodphys.77.1173
- Giustino Feliciano, Louie Steven G., Cohen Marvin L., Electron-Phonon Renormalization of the Direct Band Gap of Diamond, 10.1103/physrevlett.105.265501
- Antonius G., Poncé S., Lantagne-Hurtubise E., Auclair G., Gonze X., Côté M., Dynamical and anharmonic effects on the electron-phonon coupling and the zero-point renormalization of the electronic structure, 10.1103/physrevb.92.085137
- Poncé S., Gillet Y., Laflamme Janssen J., Marini A., Verstraete M., Gonze X., Temperature dependence of the electronic structure of semiconductors and insulators, 10.1063/1.4927081
- Strehlow W. H., Cook E. L., Compilation of Energy Band Gaps in Elemental and Binary Compound Semiconductors and Insulators, 10.1063/1.3253115
- Scherpelz Peter, Govoni Marco, Hamada Ikutaro, Galli Giulia, Implementation and Validation of Fully RelativisticGWCalculations: Spin–Orbit Coupling in Molecules, Nanocrystals, and Solids, 10.1021/acs.jctc.6b00114
- Aryasetiawan F, Gunnarsson O, TheGWmethod, 10.1088/0034-4885/61/3/002
- Larson Paul, Dvorak Marc, Wu Zhigang, Role of the plasmon-pole model in theGWapproximation, 10.1103/physrevb.88.125205
- Lany Stephan, Band-structure calculations for the 3dtransition metal oxides inGW, 10.1103/physrevb.87.085112
- Bhandari Churna, Lambrecht Walter R. L., van Schilfgaarde Mark, Quasiparticle self-consistentGWcalculations of the electronic band structure of bulk and monolayerV2O5, 10.1103/physrevb.91.125116
- Shih Bi-Ching, Xue Yu, Zhang Peihong, Cohen Marvin L., Louie Steven G., Quasiparticle Band Gap of ZnO: High Accuracy from the ConventionalG0W0Approach, 10.1103/physrevlett.105.146401
- Usuda Manabu, Hamada Noriaki, Kotani Takao, van Schilfgaarde Mark, All-electronGWcalculation based on the LAPW method: Application to wurtzite ZnO, 10.1103/physrevb.66.125101
- Gori Paola, Rakel Munise, Cobet Christoph, Richter Wolfgang, Esser Norbert, Hoffmann Axel, Del Sole Rodolfo, Cricenti Antonio, Pulci Olivia, Optical spectra of ZnO in the far ultraviolet: First-principles calculations and ellipsometric measurements, 10.1103/physrevb.81.125207
- Friedrich Christoph, Müller Mathias C., Blügel Stefan, Band convergence and linearization error correction of all-electronGWcalculations: The extreme case of zinc oxide, 10.1103/physrevb.83.081101
- Friedrich Christoph, Betzinger Markus, Schlipf Martin, Blügel Stefan, Schindlmayr Arno, Hybrid functionals andGWapproximation in the FLAPW method, 10.1088/0953-8984/24/29/293201
- Setyawan Wahyu, Gaume Romain M., Lam Stephanie, Feigelson Robert S., Curtarolo Stefano, High-Throughput Combinatorial Database of Electronic Band Structures for Inorganic Scintillator Materials, 10.1021/co200012w
- Heyd Jochen, Scuseria Gustavo E., Ernzerhof Matthias, Hybrid functionals based on a screened Coulomb potential, 10.1063/1.1564060
- Heyd Jochen, Scuseria Gustavo E., Efficient hybrid density functional calculations in solids: Assessment of the Heyd–Scuseria–Ernzerhof screened Coulomb hybrid functional, 10.1063/1.1760074
- Krukau Aliaksandr V., Vydrov Oleg A., Izmaylov Artur F., Scuseria Gustavo E., Influence of the exchange screening parameter on the performance of screened hybrid functionals, 10.1063/1.2404663
- Heyd Jochen, Scuseria Gustavo E., Ernzerhof Matthias, Erratum: “Hybrid functionals based on a screened Coulomb potential” [J. Chem. Phys. 118, 8207 (2003)], 10.1063/1.2204597
- Perdew John P., Burke Kieron, Ernzerhof Matthias, Generalized Gradient Approximation Made Simple, 10.1103/physrevlett.77.3865
Bibliographic reference |
van Setten, Michiel ; Giantomassi, Matteo ; Gonze, Xavier ; Rignanese, Gian-Marco ; Hautier, Geoffroy. Automation methodologies and large-scale validation for GW: Towards high-throughput GW calculations. In: Physical Review B, Vol. 96, no.15, p. 155207 (2017) |
Permanent URL |
http://hdl.handle.net/2078.1/188241 |