Systems BiologybioRxivPreprint
Mechanistic Identifiability Preservation for Hybrid Neural Differential Equations
Benjamin Whipple, Esteban Abelardo Hernandez-Vargas
This paper develops a theoretical framework to preserve mechanistic identifiability in hybrid neural differential equations, showing neural augmentation weakens but does not eliminate identifiability.
DOI 10.1101/2024.12.08.627408