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  • Letter
  • Open Access

Energies and spectra of solids from the algorithmic inversion of dynamical Hubbard functionals

Tommaso Chiarotti1,*, Andrea Ferretti2, and Nicola Marzari1,3

  • *Contact author: tommaso.chiarotti@epfl.ch

Phys. Rev. Research 6, L032023 – Published 29 July, 2024

DOI: https://doi.org/10.1103/PhysRevResearch.6.L032023

Abstract

Energy functionals of the Green's function can simultaneously provide spectral and thermodynamic properties of interacting electrons' systems. Although powerful in principle, these formulations need to deal with dynamical (frequency-dependent) quantities, increasing the algorithmic and numerical complexity and limiting applications. We first show that, when representing all frequency-dependent propagators as sums over poles—a truncated Lehmann representation—, the typical operations of dynamical formulations become closed (i.e., all quantities are expressed as sums over poles) and analytical. In the framework, the Dyson equation is mapped into a nonlinear eigenvalue problem that can be solved exactly; this is achieved by introducing a fictitious noninteracting system with additional degrees of freedom, which shares, upon projection, the same Green's function of the real system. In addition, we introduce an approximation to the exchange-correlation part of the Klein functional adopting a localized GW approach; this is a generalization of the static Hubbard extension of density-functional theory with a dynamical screened potential U(ω). We showcase the algorithmic efficiency of the method, and the physical accuracy of the functional, by computing the spectral, thermodynamic, and vibrational properties of SrVO3, finding results in close agreement with experiments and state-of-the-art methods, at highly reduced computational costs and with a transparent physical interpretation.

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See Also

Green's function embedding using sum-over-pole representations

Andrea Ferretti, Tommaso Chiarotti, and Nicola Marzari
Phys. Rev. B 110, 045149 (2024)

Article Text

Supplemental Material

References (65)

  1. N. Marzari, A. Ferretti, and C. Wolverton, Electronic-structure methods for materials design, Nat. Mater. 20, 736 (2021).
  2. P. Hohenberg and W. Kohn, Inhomogeneous electron gas, Phys. Rev. 136, B864 (1964).
  3. W. Kohn and L. J. Sham, Self-consistent equations including exchange and correlation effects, Phys. Rev. 140, A1133 (1965).
  4. J. P. Perdew, W. Yang, K. Burke, Z. Yang, E. K. U. Gross, M. Scheffler, G. E. Scuseria, T. M. Henderson, I. Y. Zhang, A. Ruzsinszky et al., Understanding band gaps of solids in generalized Kohn-Sham theory, Proc. Natl. Acad. Sci. USA 114, 2801 (2017).
  5. L. Reining, The GW approximation: Content, successes and limitations, Wiley Interdiscip. Rev. Comput. Mol. Sci. 8, e1344 (2018).
  6. A. Ferretti, I. Dabo, M. Cococcioni, and N. Marzari, Bridging density-functional and many-body Perturbation theory: Orbital-density dependence in electronic-structure functionals, Phys. Rev. B 89, 195134 (2014).
  7. G. Kotliar, S. Y. Savrasov, K. Haule, V. S. Oudovenko, O. Parcollet, and C. A. Marianetti, Electronic structure calculations with dynamical mean-field theory, Rev. Mod. Phys. 78, 865 (2006).
  8. L. Hedin and S. Lundqvist, Effects of electron-electron and electron-phonon interactions on the one-electron states of solids, in Solid State Physics, Vol. 23, edited by F. Seitz, D. Turnbull, and H. Ehrenreich (Academic Press, New York, 1970), pp. 1–181.
  9. A. Georges, G. Kotliar, W. Krauth, and M. J. Rozenberg, Dynamical mean-field theory of strongly correlated Fermion systems and the limit of infinite dimensions, Rev. Mod. Phys. 68, 13 (1996).
  10. S. Y. Savrasov and G. Kotliar, Spectral density functionals for electronic structure calculations, Phys. Rev. B 69, 245101 (2004).
  11. M. Gatti, V. Olevano, L. Reining, and I. V. Tokatly, Transforming nonlocality into a frequency dependence: A shortcut to spectroscopy, Phys. Rev. Lett. 99, 057401 (2007).
  12. F. Aryasetiawan, L. Hedin, and K. Karlsson, Multiple plasmon satellites in Na and Al spectral functions from ab initio cumulant expansion, Phys. Rev. Lett. 77, 2268 (1996).
  13. F. Caruso, C. Verdi, S. Poncé, and F. Giustino, Electron-plasmon and electron-phonon satellites in the angle-resolved photoelectron spectra of n-doped anatase TiO2, Phys. Rev. B 97, 165113 (2018).
  14. J. S. Zhou, L. Reining, A. Nicolaou, A. Bendounan, K. Ruotsalainen, M. Vanzini, J. J. Kas, J. J. Rehr, M. Muntwiler, V. N. Strocov et al., Unraveling intrinsic correlation effects with angle-resolved photoemission spectroscopy, Proc. Natl. Acad. Sci. USA 117, 28596 (2020).
  15. J. M. Luttinger and J. C. Ward, Ground-state energy of a many-fermion system. II, Phys. Rev. 118, 1417 (1960).
  16. G. Baym and L. P. Kadanoff, Conservation laws and correlation functions, Phys. Rev. 124, 287 (1961).
  17. G. Baym, Self-consistent approximations in many-body systems, Phys. Rev. 127, 1391 (1962).
  18. R. M. Martin, L. Reining, and D. M. Ceperley, Interacting Electrons: Theory and Computational Approaches (Cambridge University Press, Cambridge, 2016).
  19. G. Stefanucci and R. V. Leeuwen, Nonequilibrium Many-Body Theory of Quantum Systems: A Modern Introduction (Cambridge University Press, Cambridge, 2013).
  20. C.-O. Almbladh, U. V. Barth, and R. V. Leeuwen, Variational total energies from ϕ- and ψ- derivable theories, Int. J. Mod. Phys. B 13, 535 (1999).
  21. N. E. Dahlen and U. von Barth, Variational energy functionals tested on atoms, Phys. Rev. B 69, 195102 (2004).
  22. K. Haule and G. L. Pascut, Forces for structural optimizations in correlated materials within a DFT+embedded DMFT functional approach, Phys. Rev. B 94, 195146 (2016).
  23. T. Chiarotti, N. Marzari, and A. Ferretti, Unified Green's function approach for spectral and thermodynamic properties from algorithmic inversion of dynamical potentials, Phys. Rev. Res. 4, 013242 (2022).
  24. B. Holm and U. von Barth, Fully self-consistent GW self-energy of the electron gas, Phys. Rev. B 57, 2108 (1998).
  25. M. Puig von Friesen, C. Verdozzi, and C.-O. Almbladh, Kadanoff-Baym dynamics of Hubbard clusters: Performance of many-body schemes, correlation-induced damping and multiple steady and quasi-steady states, Phys. Rev. B 82, 155108 (2010).
  26. S. Di Sabatino, P.-F. Loos, and P. Romaniello, Scrutinizing GW-based methods using the Hubbard dimer, Front. Chem. 9, 751054 (2021).
  27. A. Honet, L. Henrard, and V. Meunier, Exact and many-body perturbation solutions of the Hubbard model applied to linear chains, AIP Adv. 12, 035238 (2022).
  28. A. Kutepov, S. Y. Savrasov, and G. Kotliar, Ground-state properties of simple elements from GW calculations, Phys. Rev. B 80, 041103(R) (2009).
  29. A. Kutepov, K. Haule, S. Y. Savrasov, and G. Kotliar, Electronic structure of Pu and Am metals by self-consistent relativistic GW method, Phys. Rev. B 85, 155129 (2012).
  30. M. Grumet, P. Liu, M. Kaltak, J. C. V. Klimeš, and G. Kresse, Beyond the quasiparticle approximation: Fully self-consistent GW calculations, Phys. Rev. B 98, 155143 (2018).
  31. C.-N. Yeh, S. Iskakov, D. Zgid, and E. Gull, Fully self-consistent finite-temperature GW in Gaussian Bloch orbitals for solids, Phys. Rev. B 106, 235104 (2022).
  32. A. L. Kutepov and G. Kotliar, One-electron spectra and susceptibilities of the three-dimensional electron gas from self-consistent solutions of Hedin's equations, Phys. Rev. B 96, 035108 (2017).
  33. K. Haule and T. Birol, Free energy from stationary implementation of the DFT+DMFT functional, Phys. Rev. Lett. 115, 256402 (2015).
  34. C. P. Koçer, K. Haule, G. L. Pascut, and B. Monserrat, Efficient lattice dynamics calculations for correlated materials with DFT+DMFT, Phys. Rev. B 102, 245104 (2020).
  35. S. L. Dudarev, G. A. Botton, S. Y. Savrasov, C. J. Humphreys, and A. P. Sutton, Electron-energy-loss spectra and the structural stability of nickel oxide: An LSDA + U study, Phys. Rev. B 57, 1505 (1998).
  36. G. E. Engel, B. Farid, C. M. M. Nex, and N. H. March, Calculation of the GW self-energy in semiconducting crystals, Phys. Rev. B 44, 13356 (1991).
  37. See Supplemental Material at http://link.aps.org/supplemental/10.1103/PhysRevResearch.6.L032023 for computational details and further discussions on the theoretical approach.
  38. S. Güttel and F. Tisseur, The nonlinear eigenvalue problem, Acta Numerica 26, 1 (2017).
  39. Y. Su and Z. Bai, Solving rational eigenvalue problems via linearization, SIAM J. Matrix Anal. Appl. 32, 201 (2011).
  40. Note that for simplicity of notation we dropped the identity on the mth bath, the correct Hamiltonian is ΩmIm.
  41. S. Y. Savrasov, K. Haule, and G. Kotliar, Many-body electronic structure of americium metal, Phys. Rev. Lett. 96, 036404 (2006).
  42. S. J. Bintrim and T. C. Berkelbach, Full-frequency GW without frequency, J. Chem. Phys. 154, 041101 (2021).
  43. O. J. Backhouse, A. Santana-Bonilla, and G. H. Booth, Scalable and predictive spectra of correlated molecules with moment truncated iterated perturbation theory, J. Phys. Chem. Lett. 12, 7650 (2021).
  44. S. J. Bintrim and T. C. Berkelbach, Full-frequency dynamical Bethe-Salpeter equation without frequency and a study of double excitations, J. Chem. Phys. 156, 044114 (2022).
  45. C. J. C. Scott, O. J. Backhouse, and G. H. Booth, A “moment-conserving” reformulation of GW theory, J. Chem. Phys. 158, 124102 (2023).
  46. A. Ferretti, T. Chiarotti, and N. Marzari, companion paper, Green's function embedding using sum-over-pole representations, Phys. Rev. B 110, 045149 (2024).
  47. B. Himmetoglu, A. Floris, S. de Gironcoli, and M. Cococcioni, Hubbard-corrected DFT energy functionals: The LDA+U description of correlated systems, Int. J. Quantum Chem. 114, 14 (2014).
  48. T. Miyake, C. Martins, R. Sakuma, and F. Aryasetiawan, Effects of momentum-dependent self-energy in the electronic structure of correlated materials, Phys. Rev. B 87, 115110 (2013).
  49. M. Vanzini and N. Marzari, Towards a minimal description of dynamical correlation in metals, arXiv:2309.12144.
  50. H. Jiang, R. I. Gomez-Abal, P. Rinke, and M. Scheffler, First-principles modeling of localized d states with the GW@LDA+U approach, Phys. Rev. B 82, 045108 (2010).
  51. Explicitly, taking into account the periodicity of the crystal, the self-energy is: ΣdynH(ω)=∑mm′,R|ϕm,R〉ΣdynHmm′,R(ω)〈ϕm′,R|, with |ϕm,R〉 generic Wannier functions, and ΣdynHmm′,R(ω)=〈ϕm,R|ΣdynH|ϕm′,R〉 independent of R.
  52. The spectral function is calculated as A(ω)=sgn(μ−ω)ImG(ω).
  53. M. Gatti and M. Guzzo, Dynamical screening in correlated metals: Spectral properties of SrVO3 in the GW approximation and beyond, Phys. Rev. B 87, 155147 (2013).
  54. L. Boehnke, F. Nilsson, F. Aryasetiawan, and P. Werner, When strong correlations become weak: Consistent merging of GW and DMFT, Phys. Rev. B 94, 201106(R) (2016).
  55. S. Biermann, F. Aryasetiawan, and A. Georges, First-principles approach to the electronic structure of strongly correlated systems: Combining the GW approximation and dynamical mean-field theory, Phys. Rev. Lett. 90, 086402 (2003).
  56. T. Ayral, S. Biermann, and P. Werner, Screening and nonlocal correlations in the extended Hubbard model from self-consistent combined GW and dynamical mean field theory, Phys. Rev. B 87, 125149 (2013).
  57. J. P. Perdew, K. Burke, and M. Ernzerhof, Generalized gradient approximation made simple, Phys. Rev. Lett. 77, 3865 (1996).
  58. J. P. Perdew, A. Ruzsinszky, G. I. Csonka, O. A. Vydrov, G. E. Scuseria, L. A. Constantin, X. Zhou, and K. Burke, Restoring the density-gradient expansion for exchange in solids and surfaces, Phys. Rev. Lett. 100, 136406 (2008).
  59. J. M. Tomczak, M. Casula, T. Miyake, and S. Biermann, Asymmetry in band widening and quasiparticle lifetimes in SrVO3: Competition between screened exchange and local correlations from combined GW and dynamical mean-field theory GW+DMFT, Phys. Rev. B 90, 165138 (2014).
  60. R. Sakuma, P. Werner, and F. Aryasetiawan, Electronic structure of SrVO3 within GW+DMFT, Phys. Rev. B 88, 235110 (2013).
  61. T. Yoshida, K. Tanaka, H. Yagi, A. Ino, H. Eisaki, A. Fujimori, and Z.-X. Shen, Direct observation of the mass renormalization in SrVO3 by angle resolved photoemission spectroscopy, Phys. Rev. Lett. 95, 146404 (2005).
  62. M. Takizawa, M. Minohara, H. Kumigashira, D. Toyota, M. Oshima, H. Wadati, T. Yoshida, A. Fujimori, M. Lippmaa, M. Kawasaki, H. Koinuma, G. Sordi, and M. Rozenberg, Coherent and incoherent d band dispersions in SrVO3, Phys. Rev. B 80, 235104 (2009).
  63. T. Maekawa, K. Kurosaki, and S. Yamanaka, Physical properties of polycrystalline SrVO3−δ, J. Alloys Compd. 426, 46 (2006).
  64. F. Birch, Finite elastic strain of cubic crystals, Phys. Rev. 71, 809 (1947).
  65. T. Chiarotti, Spectral and thermodynamic properties of interact- ing electrons with dynamical functionals, Ph.D. thesis, École Polytechnique Fédérale de Lausanne, 2023.

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