This document discusses factorizing overlapping singularities in NNLO calculations using non-linear mappings, which provides an improvement over traditional sector decomposition methods. It provides motivation for performing NNLO calculations to reduce theoretical uncertainties. Examples are given of applying non-linear mappings to factorize singularities in double virtual two-loop triangle and double box integrals, as well as double real Higgs production topologies. The new approach shows promise for enabling better NNLO calculations.