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Distilling identifiable and interpretable dynamic models from biological data.
PLoS Comput Biol. 2023 Oct 18;19(10):e1011014. doi: 10.1371/journal.pcbi.1011014. eCollection 2023 Oct.
PLoS Comput Biol. 2023.
PMID: 37851682
Free PMC article.
Improving dynamic predictions with ensembles of observable models.
Massonis G, Villaverde AF, Banga JR.
Massonis G, et al.
Bioinformatics. 2023 Jan 1;39(1):btac755. doi: 10.1093/bioinformatics/btac755.
Bioinformatics. 2023.
PMID: 36416122
Free PMC article.
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On testing structural identifiability by a simple scaling method: Relying on scaling symmetries can be misleading.
Villaverde AF, Massonis G.
Villaverde AF, et al. Among authors: massonis g.
PLoS Comput Biol. 2021 Oct 14;17(10):e1009032. doi: 10.1371/journal.pcbi.1009032. eCollection 2021 Oct.
PLoS Comput Biol. 2021.
PMID: 34648496
Free PMC article.
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Structural identifiability and observability of compartmental models of the COVID-19 pandemic.
Massonis G, Banga JR, Villaverde AF.
Massonis G, et al.
Annu Rev Control. 2021;51:441-459. doi: 10.1016/j.arcontrol.2020.12.001. Epub 2020 Dec 21.
Annu Rev Control. 2021.
PMID: 33362427
Free PMC article.
Review.
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