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Andrei Ermolaev

Publications de Andrei Ermolaev

2023 (6)

  • article - Neural network analysis of unstable temporal intensity peaks in continuous wave modulation instability
    Optics Communications (Volume 541, aug 2023, Pages :129570 (8))
    Mabed, Mehdi | Salmela, Lauri | Ermolaev, Andrei | Finot, Christophe | Genty, Goëry | Dudley, John Michael
  • inproceedings - Etude et contrôle des portraits de phase du processus idéal de mélange à quatre ondes dans les fibres optiques
    26ème Congrès Général de la Société Française de Physique (2023) / Paris, France (2023)
    Sheveleva, Anastasiia | Ermolaev, Andrei | Colman, Pierre | Dudley, John Michael | Finot, Christophe
    pdf | bibtex
  • article - Analysis of interaction dynamics and rogue wave localization in modulation instability using data-driven dominant balance
    Scientific Reports (Volume 13, Issue (), jun 2023, Pages :10462 (9))
    Ermolaev, Andrei | Mabed, Mehdi | Finot, Christophe | Genty, Goëry | Dudley, John Michael
  • inproceedings - Machine Learning analysis of temporal instability peaks under Continuous Wave excitation in optical fiber Modulation Instability
    2023 Conference on Lasers and Electro-Optics/Europe and the European Quantum Electronics Conference (CLEO/Europe-EQEC 2023) / Munich, Germany (2023, Pages pages paper ef_10_2)
    Mabed, Mehdi | Salmela, Lauri | Ermolaev, Andrei | Finot, Christophe | Genty, Goëry | Dudley, John Michael
    doi | bibtex
  • inproceedings - Identifying extreme localization and rogue waves in fibre optics using data-driven dominant balance
    2023 Conference on Lasers and Electro-Optics/Europe and the European Quantum Electronics Conference (CLEO/Europe-EQEC 2023) / Munich, Germany (2023, Pages pages Paper# ef_10_3)
    Ermolaev, Andrei | Mabed, Mehdi | Finot, Christophe | Genty, Goëry | Dudley, John Michael
    doi | bibtex
  • inproceedings - Applications of artificial intelligence to nonlinear fiber-optics
    SPIE Photonics West (2023) / San Francisco, California, United States (Publisher : SPIE, Volume , 2023, Pages pages PC12438-46)
    Genty, Goëry | Salmela, Lauri | Hary, Mathilde | Mabed, Mehdi | Ermolaev, Andrei | Dudley, John Michael
    bibtex

2022 (2)

  • article - Data-driven model discovery of ideal four-wave mixing in nonlinear fibre optics
    Scientific Reports (Volume 12, dec 2022, Pages :12711(11))
    Ermolaev, Andrei | Sheveleva, Anastasiia | Genty, Goëry | Finot, Christophe | Dudley, John Michael
  • inproceedings - Data-driven Discovery of the Ideal Four Wave Mixing Modelin Nonlinear Fiber Optics
    Congrès général Optique de la Société Française d'Optique (2022) / Nice, France (2022)
    Ermolaev, Andrei | Sheveleva, A. | Salmela, Lauri | Genty, Goëry | Finot, Christophe | Dudley, John Michael
    bibtex