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Identification of flux checkpoints in a metabolic pathway through white-box, grey-box and black-box modeling approaches.
Sci Rep. 2020 Aug 10;10(1):13446. doi: 10.1038/s41598-020-70295-5.
Sci Rep. 2020.
PMID: 32778715
Free PMC article.
Flux prediction using artificial neural network (ANN) for the upper part of glycolysis.
Ajjolli Nagaraja A, Fontaine N, Delsaut M, Charton P, Damour C, Offmann B, Grondin-Perez B, Cadet F.
Ajjolli Nagaraja A, et al. Among authors: grondin perez b.
PLoS One. 2019 May 8;14(5):e0216178. doi: 10.1371/journal.pone.0216178. eCollection 2019.
PLoS One. 2019.
PMID: 31067238
Free PMC article.
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Non-linearity of Metabolic Pathways Critically Influences the Choice of Machine Learning Model.
Lo-Thong-Viramoutou O, Charton P, Cadet XF, Grondin-Perez B, Saavedra E, Damour C, Cadet F.
Lo-Thong-Viramoutou O, et al. Among authors: grondin perez b.
Front Artif Intell. 2022 Jun 10;5:744755. doi: 10.3389/frai.2022.744755. eCollection 2022.
Front Artif Intell. 2022.
PMID: 35757298
Free PMC article.
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