Andreas Mang is engaged in the numerical simulation of the progression of primary brain tumors, specifically gliomas. The author describes methods for large-scale modeling of the spread of tumor cells based on a differential equation. He presents a novel approach for the approximate modeling of tumor-induced tissue deformation for non-rigid image registration based on a variational optimization problem. Another focus of his work is the inverse problem of parameter identification using neuroradiological image data.