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Computational mathematics has been an integral part of Chemical Engineering since the early sixties. Unfortunately, researchers within the Applied and Computational Mathematics community are only minimally aware of this fact. Here we will discuss one challenge problem in Chemical Engineering which requires computational mathematics tools and may benefit greatly from interval analysis. We will also briefly introduce a second challenge problem.