Abstract
In density functional theory, the SCAN (Strongly Constrained and Appropriately Normed) and r(2)SCAN (regularized-restored SCAN) functionals significantly improve over GGA (Generalized Gradient Approximation) functionals such as PBE (Perdew-Burke-Ernzerhof) in predicting electronic, magnetic, and structural properties across various materials, including transition-metal compounds. However, there remain puzzling cases where SCAN/r(2)SCAN underperform, such as in calculating the band structure of graphene, the magnetic moment of Fe, the potential energy curve of the Cr(2) molecule, and the bond length of VO(2). This research identifies a common characteristic among these challenging materials: noncompact covalent bonding through s-s, p-p, or d-d electron hybridization. While SCAN/r(2)SCAN excel at capturing electron localization at local atomic sites, they struggle to accurately describe electron localization in noncompact covalent bonds, resulting in a biased improvement. To address this issue, we propose the r(2)SCAN+V approach as a practical modification that improves accuracy across all the tested materials. The parameter V is 4 eV for metallic Fe, but substantially lower for the other cases. Our findings provide valuable insights for the future development of advanced functionals.