The Hubbard U correction (DFT+U or GGA+U) adds an on-site Coulomb interaction term to specific atomic orbitals (usually transition metal d or rare earth f orbitals) to correct for the self-interaction error in standard DFT.
Standard GGA/PBE functionals tend to over-delocalize d and f electrons, leading to:
A Hubbard U parameter (typically 2-6 eV) is added to penalize fractional occupation of the targeted orbitals. This favors integer occupation and localizes the electrons, improving the description of:
Materials Project uses empirically fitted U values for specific elements:
These values were calibrated to reproduce experimental formation enthalpies of binary oxides.
When comparing materials containing transition metals across databases, be aware that different U values or no U correction will give different results. Filter by data source for consistent comparisons.