2 papers
q-bio.QM2025
Scalable branch-and-bound model selection with non-monotonic criteria including AIC, BIC and Mallows's
Jakob Vanhoefer, Antonia Körner, Domagoj Doresic +2
Model selection is a pivotal process in the quantitative sciences, where researchers must navigate between numerous candidate models of varying complexity. Traditional information…
q-bio.QM2024
Non-Negative Universal Differential Equations With Applications in Systems Biology
Maren Philipps, Antonia Körner, Jakob Vanhoefer +2
Universal differential equations (UDEs) leverage the respective advantages of mechanistic models and artificial neural networks and combine them into one dynamic model. However, th…