Supporting the implementation of chemometrics models in bioprocess from development to commercial stage
Thibault Helleputte, Thomas Cornet, Ahmed Kanfoud, Thomas des Touches, Pascal Gerkens, Patrick Dumas, Antonio Gaetano Cardillo, Gaël de Lannoy
This paper addresses challenges in implementing chemometrics models for bioprocesses by combining spectrometry data, machine learning, and domain knowledge to improve model performance and scalability.
bioRxiv · Nov 17, 2025 · PreprintBioengineering