He continued his research into supernova and received the 2006 Los Alamos medal from LANL. Colgate had a specially-designed laboratory on the New Mexico Tech campus where he continued his research until mid-2013, when he ceased work due to failing health. In 1984 Colgate co-founded the Santa Fe Institute.