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Optimal allocation of limited test resources for the quantification of COVID-19 infections.
Swiss Med Wkly. 2020 Dec 16;150:w20445. doi: 10.4414/smw.2020.20445. eCollection 2020 Dec 14.
Swiss Med Wkly. 2020.
PMID: 33327002
Free article.
Data-driven inference of the reproduction number for COVID-19 before and after interventions for 51 European countries.
Karnakov P, Arampatzis G, Kičić I, Wermelinger F, Wälchli D, Papadimitriou C, Koumoutsakos P.
Karnakov P, et al.
Swiss Med Wkly. 2020 Jul 10;150:w20313. doi: 10.4414/smw.2020.20313. eCollection 2020 Jul 13.
Swiss Med Wkly. 2020.
PMID: 32677705
Free article.
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Computing foaming flows across scales: From breaking waves to microfluidics.
Karnakov P, Litvinov S, Koumoutsakos P.
Karnakov P, et al.
Sci Adv. 2022 Feb 4;8(5):eabm0590. doi: 10.1126/sciadv.abm0590. Epub 2022 Feb 2.
Sci Adv. 2022.
PMID: 35108038
Free PMC article.
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Solving inverse problems in physics by optimizing a discrete loss: Fast and accurate learning without neural networks.
Karnakov P, Litvinov S, Koumoutsakos P.
Karnakov P, et al.
PNAS Nexus. 2024 Jan 11;3(1):pgae005. doi: 10.1093/pnasnexus/pgae005. eCollection 2024 Jan.
PNAS Nexus. 2024.
PMID: 38250513
Free PMC article.
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Flow reconstruction by multiresolution optimization of a discrete loss with automatic differentiation.
Karnakov P, Litvinov S, Koumoutsakos P.
Karnakov P, et al.
Eur Phys J E Soft Matter. 2023 Jul 24;46(7):59. doi: 10.1140/epje/s10189-023-00313-7.
Eur Phys J E Soft Matter. 2023.
PMID: 37486579
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