Expert-guided multi-objective optimization: an efficient strategy for parameter estimation of biological systems with limited data.
Léa Da Costa Fernandes, David Bernard, François Pérès…·Sylvain Cussat‐Blanc
This paper introduces a hybrid calibration framework that integrates expert knowledge into multi-objective optimization for biological model parameter estimation, showing improved biological relevance and reduced overfitting.