This document summarizes a multiphysics simulation of a packed bed reactor. It presents the reactor geometry, kinetic reaction models, and approaches taken for both lumped and heterogeneous models. Results shown include temperature distributions, average temperature and conversion profiles along the reactor length, as well as conversions for specific segments. The conclusion suggests further modeling to study hot spots near the inlet and potential intra-pellet heat transfer effects.