Mitigating Self-Interaction Error in Transition-Metal Oxides with Novel r<sup>2</sup>SCANY@r<sup>2</sup>SCANX Methods

Oral-In-person

Abstract

A recent meta-generalized gradient approximation, the restored-regularized strongly constrained and appropriately normed (r2SCAN) XC functional, fulfils 17 exact constraints of the XC energy and improves accuracy for molecules and materials. However, r2SCAN still struggles with open d and f transition-metal compounds’ properties such as band gaps, magnetic moments, and oxidation energies. Its inaccuracies mainly stem from functional- and density-driven errors due to DFT self-interaction error. Here, we propose a novel method, r2SCANY@r2SCANX, to mitigate the pernicious self-interaction error of XC functionals for accurate simulations of electronic, magnetic, and thermochemical properties of transition-metal oxides. r2SCANY@r2SCANX uses different fractions of exact Hartree–Fock exchange: X to define the electronic density, and Y to set the density functional approximation for the energy. We show that r2SCANY@r2SCANX simultaneously addresses functional- and density-driven inaccuracies, mitigating self-interaction error in DFT. With only 1 (or at most 2) universal parameters, r2SCANY@r2SCANX improves upon r2SCAN predictions for 18 correlated oxides and even outperforms the highly parameterized DFT(r2SCAN)+U method—the state-of-the-art approach to strongly correlated materials.

Publication: Gopidi, H.R., Zhang, R., Wang, Y., Patra, A., Sun, J., Ruzsinszky, A., Perdew, J.P. and Canepa, P., 2025. Reducing Self-Interaction Error in Transition-Metal Oxides with Different Exact-Exchange Fractions for Energy and Density. arXiv preprint arXiv:2506.20635.

Presenters

  • Harshan Reddy Gopidi

    • University of Houston

Authors

  • Harshan Reddy Gopidi

    • University of Houston
  • Ruiqi Zhang

    • Tulane University
  • Yanyong Wang

    • Tulane University
  • Abhirup Patra

  • Jianwei Sun

    • Tulane University
  • Adrienn Ruzsinszky

    • Tulane University
  • John Perdew

    • Tulane University
  • Pieremanuele Canepa