Publications by authors named "Patrick Dumas"

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Hybrid deep modeling of a CHO-K1 fed-batch process: combining first-principles with deep neural networks.
José Pinto, João R C Ramos, Rafael S Costa, Sergio Rossell, Patrick Dumas, Rui Oliveira

Front Bioeng Biotechnol· September 2023

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Deep hybrid modeling of a HEK293 process: Combining long short-term memory networks with first principles equations.
João R C Ramos, José Pinto, Gil Poiares-Oliveira, Ludovic Peeters, Patrick Dumas

Biotechnol Bioeng· May 2024

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Genome-scale modeling of Chinese hamster ovary cells by hybrid semi-parametric flux balance analysis.
João R C Ramos, Gil P Oliveira, Patrick Dumas, Rui Oliveira

Bioprocess Biosyst Eng· November 2022

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Generic Chemometric Models for Metabolite Concentration Prediction Based on Raman Spectra.
Abdolrahim Yousefi-Darani, Olivier Paquet-Durand, Almut Von Wrochem, Jens Classen, Jens Tränkle, Patrick Dumas

Sensors (Basel)· July 2022

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Time Integrated Flux Analysis: Exploiting the Concentration Measurements Directly for Cost-Effective Metabolic Network Flux Analysis.
Rui M C Portela, Anne Richelle, Patrick Dumas, Moritz von Stosch

Microorganisms· November 2019

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Engineering the hard-soft tissue interface with random-to-aligned nanofiber scaffolds.
John Nowlin, Mehzubh A Bismi, Baptiste Delpech, Patrick Dumas, Yingge Zhou

Nanobiomedicine (Rij)· October 2018

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Cannabis use correlates with schizotypal personality traits in healthy students.
Patrick Dumas, Mohamed Saoud, Sébastien Bouafia, Christel Gutknecht, René Ecochard

Psychiatry Res· January 2002

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