The SU2C–National Science Foundation (NSF) Lung Cancer Convergence Research Team focuses on non-small cell lung cancer and on acute myeloid leukemia, where despite initial beneficial responses to treatment, resistance to further treatment is all too common. Mathematical modeling approaches are being used to understand the evolution of drug resistance and to develop novel therapeutic strategies aimed at keeping the cancers from adapting to treatments.