Data-driven identification of biomedical systems using multi-scale analysis
Ismaila Muhammed, Dimitris M. Manias, Dimitris A. Goussis, Haralampos Hatzikirou
The paper introduces a data-driven framework combining SINDy, CSP, and neural networks to identify reduced models of biomedical systems from observational data, demonstrating success on the Michaelis-Menten model.
bioRxiv · Jun 5, 2025 · PreprintSystems Biology