A Multi-Step Least-Squares Method for Nonlinear Rational Models. - Mingliang Wang; Elling W. Jacobsen; Véronique Chotteau; Håkan Hjalmarsson (ACC, 2019)

Unscented Bayes Methods for Hierarchical Gaussian Processes. - Mingliang Wang; Elling W. Jacobsen; Véronique Chotteau; Håkan Hjalmarsson (ANZCC, 2020)

Estimation of Heteroscedastic Multilinear Systems. - Mingliang Wang; Elling W. Jacobsen; Véronique Chotteau; Håkan Hjalmarsson (CDC, 2020)

Identification of nonlinear kinetics of macroscopic bio-reactions using multilinear Gaussian processes. - Mingliang Wang; Riccardo Sven Risuleo; Elling W. Jacobsen; Véronique Chotteau; Håkan Hjalmarsson (Comput. Chem. Eng., 2020)

An integrated approach for modeling and identification of perfusion bioreactors via basis flux modes. - Diogo Rodrigues; Mohamed Rasheed Abdalmoaty; Elling W. Jacobsen; Véronique Chotteau; Håkan Hjalmarsson (Comput. Chem. Eng., 2021)

Generic Chemometric Models for Metabolite Concentration Prediction Based on Raman Spectra. - Abdolrahim Yousefi-Darani; Olivier Paquet-Durand; Almut von Wrochem; Jens Classen; Jens Tränkle; Mario Mertens; Jeroen Snelders; Véronique Chotteau; Meeri Mäkinen; Alina Handl; Marvin Kadisch; Dietmar Lang; et al. (Sensors, 2022)

Practical data-driven modeling and robust predictive control of mammalian cell fed-batch process. - Laurent Dewasme; Meeri Mäkinen; Véronique Chotteau (Comput. Chem. Eng., 2023)

Multivariable robust tube-based nonlinear model predictive control of mammalian cell cultures. - Laurent Dewasme; Meeri Mäkinen; Véronique Chotteau (Comput. Chem. Eng., 2024)

Data-driven Bayesian estimation of Monod kinetics. - Kévin Colin; Håkan Hjalmarsson; Véronique Chotteau (CoRR, 2024)