Püttmann, A.; Schnittert, S.; Leweke, S.; von Lieres, E.: Utilizing algorithmic differentiation to efficiently compute chromatograms and parameter sensitivities, Chemical Engineering Science 139 (2016): 152–162.
Details on automatic differentiation for Jacobian matrices and parameter sensitivities.