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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.
Application of fourier transform and proteochemometrics principles to protein engineering.
Cadet F, Fontaine N, Vetrivel I, Ng Fuk Chong M, Savriama O, Cadet X, Charton P.
Cadet F, et al.
BMC Bioinformatics. 2018 Oct 16;19(1):382. doi: 10.1186/s12859-018-2407-8.
BMC Bioinformatics. 2018.
PMID: 30326841
Free PMC article.
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Use of Machine Learning and Infrared Spectra for Rheological Characterization and Application to the Apricot.
Cadet XF, Lo-Thong O, Bureau S, Dehak R, Bessafi M.
Cadet XF, et al.
Sci Rep. 2019 Dec 16;9(1):19197. doi: 10.1038/s41598-019-55543-7.
Sci Rep. 2019.
PMID: 31844151
Free PMC article.
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Machine Learning Enables Selection of Epistatic Enzyme Mutants for Stability Against Unfolding and Detrimental Aggregation.
Li G, Qin Y, Fontaine NT, Ng Fuk Chong M, Maria-Solano MA, Feixas F, Cadet XF, Pandjaitan R, Garcia-Borràs M, Cadet F, Reetz MT.
Li G, et al. Among authors: cadet xf.
Chembiochem. 2021 Mar 2;22(5):904-914. doi: 10.1002/cbic.202000612. Epub 2020 Nov 17.
Chembiochem. 2021.
PMID: 33094545
Free PMC article.
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Learning Strategies in Protein Directed Evolution.
Cadet XF, Gelly JC, van Noord A, Cadet F, Acevedo-Rocha CG.
Cadet XF, et al.
Methods Mol Biol. 2022;2461:225-275. doi: 10.1007/978-1-0716-2152-3_15.
Methods Mol Biol. 2022.
PMID: 35727454
Review.
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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: cadet xf.
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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Correction to: Learning Strategies in Protein Directed Evolution.
Cadet XF, Gelly JC, van Noord A, Cadet F, Acevedo-Rocha CG.
Cadet XF, et al.
Methods Mol Biol. 2022;2461:C1. doi: 10.1007/978-1-0716-2152-3_16.
Methods Mol Biol. 2022.
PMID: 37062797
No abstract available.
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Novel Descriptors and Digital Signal Processing- Based Method for Protein Sequence Activity Relationship Study.
Fontaine NT, Cadet XF, Vetrivel I.
Fontaine NT, et al. Among authors: cadet xf.
Int J Mol Sci. 2019 Nov 11;20(22):5640. doi: 10.3390/ijms20225640.
Int J Mol Sci. 2019.
PMID: 31718061
Free PMC article.
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