Publications | Pavel Perezhogin

2023

Implementation of a data-driven equation-discovery mesoscale parameterization into an ocean model

Pavel Perezhogin , Cheng Zhang , Alistair Adcroft , and 2 more authors

arXiv preprint arXiv:2311.02517, 2023

@article{perezhogin2023implementation,
  title = {Implementation of a data-driven equation-discovery mesoscale parameterization into an ocean model},
  author = {Perezhogin, Pavel and Zhang, Cheng and Adcroft, Alistair and Fernandez-Granda, Carlos and Zanna, Laure},
  journal = {arXiv preprint arXiv:2311.02517},
  year = {2023},
  doi = {https://doi.org/10.48550/arXiv.2311.02517},
}

Generative Data-Driven Approaches for Stochastic Subgrid Parameterizations in an Idealized Ocean Model

Pavel Perezhogin , Laure Zanna , and Carlos Fernandez-Granda

Journal of Advances in Modeling Earth Systems, 2023

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@article{perezhogin2023generative,
  author = {Perezhogin, Pavel and Zanna, Laure and Fernandez-Granda, Carlos},
  title = {Generative Data-Driven Approaches for Stochastic Subgrid Parameterizations in an Idealized Ocean Model},
  journal = {Journal of Advances in Modeling Earth Systems},
  volume = {15},
  number = {10},
  pages = {e2023MS003681},
  doi = {https://doi.org/10.1029/2023MS003681},
  year = {2023},
}

Subgrid Parameterizations of Ocean Mesoscale Eddies Based on Germano Decomposition

Pavel Perezhogin , and Andrey Glazunov

Journal of Advances in Modeling Earth Systems, 2023

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@article{perezhogin2023subgrid,
  doi = {https://doi.org/10.1029/2023ms003771},
  year = {2023},
  publisher = {American Geophysical Union ({AGU})},
  volume = {15},
  number = {10},
  author = {Perezhogin, Pavel and Glazunov, Andrey},
  title = {Subgrid Parameterizations of Ocean Mesoscale Eddies Based on Germano Decomposition},
  journal = {Journal of Advances in Modeling Earth Systems},
}

Implementation and evaluation of a machine learned mesoscale eddy parameterization into a numerical ocean circulation model

Cheng Zhang , Pavel Perezhogin , Cem Gultekin , and 3 more authors

Journal of Advances in Modeling Earth Systems, 2023

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@article{zhang2023implementation,
  title = {Implementation and evaluation of a machine learned mesoscale eddy parameterization into a numerical ocean circulation model},
  author = {Zhang, Cheng and Perezhogin, Pavel and Gultekin, Cem and Adcroft, Alistair and Fernandez-Granda, Carlos and Zanna, Laure},
  journal = {Journal of Advances in Modeling Earth Systems},
  volume = {15},
  number = {10},
  pages = {e2023MS003697},
  year = {2023},
  publisher = {Wiley Online Library},
  doi = {https://doi.org/10.1029/2023MS003697},
}

Benchmarking of machine learning ocean subgrid parameterizations in an idealized model

Andrew Ross , Ziwei Li , Pavel Perezhogin , and 2 more authors

Journal of Advances in Modeling Earth Systems, 2023

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@article{ross2022benchmarking,
  title = {Benchmarking of machine learning ocean subgrid parameterizations in an idealized model},
  author = {Ross, Andrew and Li, Ziwei and Perezhogin, Pavel and Fernandez-Granda, Carlos and Zanna, Laure},
  journal = {Journal of Advances in Modeling Earth Systems},
  volume = {15},
  number = {1},
  pages = {e2022MS003258},
  year = {2023},
  publisher = {Wiley Online Library},
  doi = {https://doi.org/10.1029/2022MS003258},
}

Optimal energy growth in stably stratified turbulent Couette flow

Grigory V Zasko , Andrey V Glazunov , Evgeny V Mortikov , and 2 more authors

Boundary-Layer Meteorology, 2023

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@article{zasko2023optimal,
  title = {Optimal energy growth in stably stratified turbulent Couette flow},
  author = {Zasko, Grigory V and Glazunov, Andrey V and Mortikov, Evgeny V and Nechepurenko, Yuri M and Perezhogin, Pavel},
  journal = {Boundary-Layer Meteorology},
  volume = {187},
  number = {1-2},
  pages = {395--421},
  year = {2023},
  publisher = {Springer},
  doi = {https://doi.org/10.1007/s10546-022-00744-3},
}

A data-driven framework for dimensionality reduction and causal inference in climate fields

Fabrizio Falasca , Pavel Perezhogin , and Laure Zanna

arXiv preprint arXiv:2306.14433, 2023

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@article{falasca2023causal,
  title = {A data-driven framework for dimensionality reduction and causal inference in climate fields},
  author = {Falasca, Fabrizio and Perezhogin, Pavel and Zanna, Laure},
  journal = {arXiv preprint arXiv:2306.14433},
  year = {2023},
  doi = {https://doi.org/10.48550/arXiv.2306.14433},
}

Reliable coarse-grained turbulent simulations through combined offline learning and neural emulation

Christian Pedersen , Laure Zanna , Joan Bruna , and 1 more author

arXiv preprint arXiv:2307.13144, 2023

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@article{pedersen2023reliable,
  title = {Reliable coarse-grained turbulent simulations through combined offline learning and neural emulation},
  author = {Pedersen, Christian and Zanna, Laure and Bruna, Joan and Perezhogin, Pavel},
  journal = {arXiv preprint arXiv:2307.13144},
  year = {2023},
  doi = {https://doi.org/10.48550/arXiv.2307.13144},
}

Learning Machine Learning with Lorenz-96

Dhruv Balwada , Ryan Abernathey , Shantanu Acharya , and 32 more authors

Dec 2023

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@article{Balwada2023,
  title = {Learning Machine Learning with Lorenz-96},
  doi = {http://dx.doi.org/10.22541/essoar.170365239.95851488/v1},
  publisher = {Authorea,  Inc.},
  author = {Balwada, Dhruv and Abernathey, Ryan and Acharya, Shantanu and Adcroft, Alistair and Brener, Judith and Balaji, V and Bhouri, Mohamed Aziz and Bruna, Joan and Bushuk, Mitch and Chapman, Will and Connolly, Alex and Deshayes, Julie and Fernandez-Granda, Carlos and Gentine, Pierre and Gorbunova, Anastasiia and Gregory, Will and Guillaumin, Arthur and Gupta, Shubham and Holland, Marika and Johnsson, Emmanuel and Sommer, Julien Le and Li, Ziwei and Loose, Nora and Lu, Feiyu and O’gorman, Paul and Perezhogin, Pavel and Reichl, Brandon and Ross, Andrew and Sane, Aakash and Shamekh, Sara and Verma, Tarun and Yuval, Janni and Zampieri, Lorenzo and Zhang, Cheng and Zanna, Laure},
  year = {2023},
  month = dec,
}

2021

Advanced parallel implementation of the coupled ocean–ice model FEMAO (version 2.0) with load balancing

Pavel Perezhogin , Ilya Chernov , and Nikolay Iakovlev

Geoscientific Model Development, Dec 2021

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@article{perezhogin2021advanced,
  title = {Advanced parallel implementation of the coupled ocean--ice model FEMAO (version 2.0) with load balancing},
  author = {Perezhogin, Pavel and Chernov, Ilya and Iakovlev, Nikolay},
  journal = {Geoscientific Model Development},
  volume = {14},
  number = {2},
  pages = {843--857},
  year = {2021},
  publisher = {Copernicus GmbH},
  doi = {https://doi.org/10.5194/gmd-14-843-2021},
}

Emergence of optimal disturbances in a stratified turbulent shear flow under the stochastic forcing

GV Zasko , Pavel Perezhogin , AV Glazunov , and 2 more authors

In Journal of Physics: Conference Series , Dec 2021

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@inproceedings{zasko2021emergence,
  title = {Emergence of optimal disturbances in a stratified turbulent shear flow under the stochastic forcing},
  author = {Zasko, GV and Perezhogin, Pavel and Glazunov, AV and Mortikov, EV and Nechepurenko, Yu M},
  booktitle = {Journal of Physics: Conference Series},
  volume = {2099},
  number = {1},
  pages = {012033},
  year = {2021},
  organization = {IOP Publishing},
  doi = {https://doi.org/10.1088/1742-6596/2099/1/012033},
}

2020

Testing of kinetic energy backscatter parameterizations in the NEMO ocean model

Pavel Perezhogin

Russian Journal of Numerical Analysis and Mathematical Modelling, Dec 2020

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@article{perezhogin2020testing,
  title = {Testing of kinetic energy backscatter parameterizations in the NEMO ocean model},
  author = {Perezhogin, Pavel},
  journal = {Russian Journal of Numerical Analysis and Mathematical Modelling},
  volume = {35},
  number = {2},
  pages = {69--82},
  year = {2020},
  publisher = {De Gruyter},
  doi = {https://doi.org/10.1515/rnam-2020-0006},
}

2D turbulence closures for the barotropic jet instability simulation

Pavel Perezhogin

Russian Journal of Numerical Analysis and Mathematical Modelling, Dec 2020

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@article{perezhogin20202d,
  title = {2D turbulence closures for the barotropic jet instability simulation},
  author = {Perezhogin, Pavel},
  journal = {Russian Journal of Numerical Analysis and Mathematical Modelling},
  volume = {35},
  number = {1},
  pages = {21--35},
  year = {2020},
  publisher = {De Gruyter},
  doi = {https://doi.org/10.1515/rnam-2020-0003},
}

2019

Stochastic and deterministic kinetic energy backscatter parameterizations for simulation of the two-dimensional turbulence

Pavel Perezhogin , Andrey V Glazunov , and Andrey S Gritsun

Russian Journal of Numerical Analysis and Mathematical Modelling, Dec 2019

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@article{perezhogin2019stochastic,
  title = {Stochastic and deterministic kinetic energy backscatter parameterizations for simulation of the two-dimensional turbulence},
  author = {Perezhogin, Pavel and Glazunov, Andrey V and Gritsun, Andrey S},
  journal = {Russian Journal of Numerical Analysis and Mathematical Modelling},
  volume = {34},
  number = {4},
  pages = {197--213},
  year = {2019},
  publisher = {De Gruyter},
  doi = {https://doi.org/10.1515/rnam-2019-0017},
}

Deterministic and stochastic parameterizations of kinetic energy backscatter in the NEMO ocean model in Double-Gyre configuration

Pavel Perezhogin

In Iop conference series: Earth and environmental science , Dec 2019

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@inproceedings{perezhogin2019deterministic,
  title = {Deterministic and stochastic parameterizations of kinetic energy backscatter in the NEMO ocean model in Double-Gyre configuration},
  author = {Perezhogin, Pavel},
  booktitle = {Iop conference series: Earth and environmental science},
  volume = {386},
  number = {1},
  pages = {012025},
  year = {2019},
  organization = {IOP Publishing},
  doi = {https://doi.org/10.1088/1755-1315/386/1/012025},
}

2018

Systems of hydrodynamic type that approximate two-dimensional ideal fluid equations

VP Dymnikov , and Pavel Perezhogin

Izvestiya, Atmospheric and Oceanic Physics, Dec 2018

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@article{dymnikov2018systems,
  title = {Systems of hydrodynamic type that approximate two-dimensional ideal fluid equations},
  author = {Dymnikov, VP and Perezhogin, Pavel},
  journal = {Izvestiya, Atmospheric and Oceanic Physics},
  volume = {54},
  pages = {232--241},
  year = {2018},
  publisher = {Springer},
  doi = {https://doi.org/10.1134/S0001433818030040},
}

2017

Comparison of numerical advection schemes in two-dimensional turbulence simulation

Pavel Perezhogin , Andrey V Glazunov , Evgeny V Mortikov , and 1 more author

Russian Journal of Numerical Analysis and Mathematical Modelling, Dec 2017

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@article{perezhogin2017comparison,
  title = {Comparison of numerical advection schemes in two-dimensional turbulence simulation},
  author = {Perezhogin, Pavel and Glazunov, Andrey V and Mortikov, Evgeny V and Dymnikov, Valentin P},
  journal = {Russian Journal of Numerical Analysis and Mathematical Modelling},
  volume = {32},
  number = {1},
  pages = {47--60},
  year = {2017},
  publisher = {De Gruyter},
  doi = {https://doi.org/10.1515/rnam-2017-0005},
}

Modeling of quasi-equilibrium states of a two-dimensional ideal fluid

Pavel Perezhogin , and VP Dymnikov

Doklady Physics, Dec 2017

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@article{perezhogin2017modeling,
  title = {Modeling of quasi-equilibrium states of a two-dimensional ideal fluid},
  author = {Perezhogin, Pavel and Dymnikov, VP},
  journal = {Doklady Physics},
  volume = {62},
  pages = {248--252},
  year = {2017},
  publisher = {Springer},
  doi = {https://doi.org/10.1134/S1028335817050032},
}

Equilibrium states of finite-dimensional approximations of a two-dimensional incompressible inviscid fluid (in Russian)

Pavel Perezhogin , and Valentin Pavlovich Dymnikov

Russian Journal of Nonlinear Dynamics, Dec 2017

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@article{perezhogin2017equilibrium,
  title = {Equilibrium states of finite-dimensional approximations of a two-dimensional incompressible inviscid fluid (in Russian)},
  author = {Perezhogin, Pavel and Dymnikov, Valentin Pavlovich},
  journal = {Russian Journal of Nonlinear Dynamics},
  volume = {13},
  number = {1},
  pages = {55--79},
  year = {2017},
  publisher = {Institute of Computer Science Izhevsk},
  doi = {https://doi.org/10.20537/nd1701005},
}

2015

Расчет эволюции трехмерной концентрации атмосферного углекислого газа в климатической модели ИВМ РАН (in Russian)

Евгений Михайлович Володин , and Павел Пережогин

Труды Гидрометцентра России, Dec 2015

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@article{volodin2015,
  title = {Расчет эволюции трехмерной концентрации атмосферного углекислого газа в климатической модели ИВМ РАН (in Russian)},
  author = {Володин, Евгений Михайлович and Пережогин, Павел},
  journal = {Труды Гидрометцентра России},
  number = {357},
  pages = {5--15},
  year = {2015},
}