Publications by authors named "Petr Karnakov"

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Individualizing glioma radiotherapy planning by optimization of a data and physics-informed discrete loss.
Michal Balcerak, Jonas Weidner, Petr Karnakov, Ivan Ezhov, Sergey Litvinov

Nat Commun· July 2025

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Optimal Navigation in Microfluidics via the Optimization of a Discrete Loss.
Petr Karnakov, Lucas Amoudruz, Petros Koumoutsakos

Phys Rev Lett· January 2025

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Solving inverse problems in physics by optimizing a discrete loss: Fast and accurate learning without neural networks.
Petr Karnakov, Sergey Litvinov, Petros Koumoutsakos

PNAS Nexus· January 2024

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Flow reconstruction by multiresolution optimization of a discrete loss with automatic differentiation.
Petr Karnakov, Sergey Litvinov, Petros Koumoutsakos

Eur Phys J E Soft Matter· July 2023

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Computing foaming flows across scales: From breaking waves to microfluidics.
Petr Karnakov, Sergey Litvinov, Petros Koumoutsakos

Sci Adv· February 2022

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Optimal allocation of limited test resources for the quantification of COVID-19 infections.
Michail Chatzimanolakis, Pascal Weber, Georgios Arampatzis, Daniel Wälchli, Ivica Kičić, Petr Karnakov

Swiss Med Wkly· December 2020

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Data-driven inference of the reproduction number for COVID-19 before and after interventions for 51 European countries.
Petr Karnakov, Georgios Arampatzis, Ivica Kičić, Fabian Wermelinger, Daniel Wälchli

Swiss Med Wkly· July 2020

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