Leslie Greengard, director of the Center for Computational Biology at the Flatiron Institute/Simons Foundation, reviews modeling, simulation and large-scale computing in biomedical data science. Dr. Greengard's presentation helped frame discussion during the Princeton University Biomedical Data Science Day. Greengard is also with the Courant Institute at NYU.