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Data-driven inference of the reproduction number for COVID-19 before and after interventions for 51 European countries.
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.
Optimal allocation of limited test resources for the quantification of COVID-19 infections.
Chatzimanolakis M, Weber P, Arampatzis G, Wälchli D, Kičić I, Karnakov P, Papadimitriou C, Koumoutsakos P.
Chatzimanolakis M, et al. Among authors: karnakov p.
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.
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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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