Beyond data: leveraging non-empirical information and expert knowledge in Bayesian model calibration

Sarah A. Vollert, Christopher Drovandi, Cailan Jeynes-Smith +2

Mathematical models connect theory with the real world through data, enabling us to interpret, understand, and predict complex phenomena. However, scientific knowledge often extend…