Dimension Reduction for Heterogeneous Populations of Oscillators Tom S. Bertalan A Dissertation Presented to the Faculty of Princeton University in Candidacy for the Degree of Doctor of Philosophy Recommended for Acceptance by the Department of Chemical and Biological Engineering Adviser: Professor Ioannis G. Kevrekidis April 2018