Bio Systems
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, Paul Monsarrat, Béatrice Cousin, Sylvain Cussat-Blanc
Published: 202610.1016/j.biosystems.2025.105686
Abstract
Calibrating biological models is challenging due to high-dimensional parameter spaces and the limited availability of reliable experimental data. In this study, we propose a hybrid calibration framework that integrates expert knowledge into a multi-o…
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