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PNAS Nexus
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January 22, 2024
Solving inverse problems in physics by optimizing a discrete loss: Fast and accurate learning without neural networks
Petr Karnakov, Sergey Litvinov, Petros Koumoutsakos
Physical Review Letters
|
February 14, 2025
Optimal Navigation in Microfluidics via the Optimization of a Discrete Loss
Petr Karnakov, Lucas Amoudruz, Petros Koumoutsakos
Science Advances
|
February 2, 2022
Computing foaming flows across scales: From breaking waves to microfluidics
Petr Karnakov, Sergey Litvinov, Petros Koumoutsakos
The European Physical Journal. E, Soft Matter
|
July 24, 2023
Flow reconstruction by multiresolution optimization of a discrete loss with automatic differentiation
Petr Karnakov, Sergey Litvinov, Petros Koumoutsakos
Swiss Medical Weekly
|
July 18, 2020
Data-driven inference of the reproduction number for COVID-19 before and after interventions for 51 European countries
Petr Karnakov, Georgios Arampatzis, Ivica Kičić, et al.
Swiss Medical Weekly
|
December 16, 2020
Optimal allocation of limited test resources for the quantification of COVID-19 infections
Michail Chatzimanolakis, Pascal Weber, Georgios Arampatzis, et al.
Nature Communications
|
July 2, 2025
Individualizing glioma radiotherapy planning by optimization of a data and physics-informed discrete loss
Michal Balcerak, Jonas Weidner, Petr Karnakov, et al.
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of 1
Search research articles
Search
Showing results (1-10 of 7) with videos related to
Sort By:
Page
of 1
PNAS Nexus
|
January 22, 2024
Solving inverse problems in physics by optimizing a discrete loss: Fast and accurate learning without neural networks
Petr Karnakov, Sergey Litvinov, Petros Koumoutsakos
Physical Review Letters
|
February 14, 2025
Optimal Navigation in Microfluidics via the Optimization of a Discrete Loss
Petr Karnakov, Lucas Amoudruz, Petros Koumoutsakos
Science Advances
|
February 2, 2022
Computing foaming flows across scales: From breaking waves to microfluidics
Petr Karnakov, Sergey Litvinov, Petros Koumoutsakos
The European Physical Journal. E, Soft Matter
|
July 24, 2023
Flow reconstruction by multiresolution optimization of a discrete loss with automatic differentiation
Petr Karnakov, Sergey Litvinov, Petros Koumoutsakos
Swiss Medical Weekly
|
July 18, 2020
Data-driven inference of the reproduction number for COVID-19 before and after interventions for 51 European countries
Petr Karnakov, Georgios Arampatzis, Ivica Kičić, et al.
Swiss Medical Weekly
|
December 16, 2020
Optimal allocation of limited test resources for the quantification of COVID-19 infections
Michail Chatzimanolakis, Pascal Weber, Georgios Arampatzis, et al.
Nature Communications
|
July 2, 2025
Individualizing glioma radiotherapy planning by optimization of a data and physics-informed discrete loss
Michal Balcerak, Jonas Weidner, Petr Karnakov, et al.
Page
of 1