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Genome-scale modeling of Chinese hamster ovary cells by hybrid semi-parametric flux balance analysis.
Bioprocess Biosyst Eng. 2022 Nov;45(11):1889-1904. doi: 10.1007/s00449-022-02795-9. Epub 2022 Oct 16.
Bioprocess Biosyst Eng. 2022.
PMID: 36245012
Free PMC article.
Hybrid deep modeling of a CHO-K1 fed-batch process: combining first-principles with deep neural networks.
Pinto J, Ramos JRC, Costa RS, Rossell S, Dumas P, Oliveira R.
Pinto J, et al. Among authors: ramos jrc.
Front Bioeng Biotechnol. 2023 Sep 8;11:1237963. doi: 10.3389/fbioe.2023.1237963. eCollection 2023.
Front Bioeng Biotechnol. 2023.
PMID: 37744245
Free PMC article.
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Impact of Influenza A Virus Infection on Growth and Metabolism of Suspension MDCK Cells Using a Dynamic Model.
Ramos JRC, Bissinger T, Genzel Y, Reichl U.
Ramos JRC, et al.
Metabolites. 2022 Mar 12;12(3):239. doi: 10.3390/metabo12030239.
Metabolites. 2022.
PMID: 35323683
Free PMC article.
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A dynamic model linking cell growth to intracellular metabolism and extracellular by-product accumulation.
Ramos JRC, Rath AG, Genzel Y, Sandig V, Reichl U.
Ramos JRC, et al.
Biotechnol Bioeng. 2020 May;117(5):1533-1553. doi: 10.1002/bit.27288. Epub 2020 Feb 15.
Biotechnol Bioeng. 2020.
PMID: 32022250
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Deep hybrid modeling of a HEK293 process: Combining long short-term memory networks with first principles equations.
Ramos JRC, Pinto J, Poiares-Oliveira G, Peeters L, Dumas P, Oliveira R.
Ramos JRC, et al.
Biotechnol Bioeng. 2024 May;121(5):1554-1568. doi: 10.1002/bit.28668. Epub 2024 Feb 11.
Biotechnol Bioeng. 2024.
PMID: 38343176
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