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Astrophysics seminar featuring a discussion of software tools and techniques for comparing binary population synthesis simulations with survey data, including binary interaction physics, black hole sources, core collapse supernovae, and their remnants. Speaker: Katie Breivik of Carnegie Mellon University. Part of the 2025-2026 Astrophysics Seminar Series.