Regularization methods for the extraction of depth profiles from simulated ARXPS data derived from overlayer/substrate models

► Regularization improved the accuracy and reproducibility of ARXPS depth profiles. ► The “S-curve” and “L-curve” regularization parameters were shown to be equivalent. ► “S-curve” parameterization was optimal in 50% of cases for the MaxEnt regulator.