To address this, Lee and Head-Gordon explored several more sophisticated regularization schemes, in which each contribution to the MP2 energy is individually regularized according to the denominator ∆ ab i j . This allows attenuating the offending terms without affecting the well behaved ones. The most successful of these schemes is κ-regularization, which uses the expression: