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Mehdi Mabed

Publications de Mehdi Mabed

2023 (5)

  • 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
  • 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 (3)

  • inproceedings - Applications of Machine Learning to Ultrafast Nonlinear Dynamics
    2022 CLEO Laser Science to Photonic Applications (2022) / San Jose, United States (2022)
    Genty, Goëry | Salmela, Lauri | Hary, Mathilde | Mabed, Mehdi | Lapre, Coraline | Dudley, John Michael
    bibtex
  • article - Machine learning analysis of instabilities in noise-like pulse lasers
    Optics Express (Volume 30, Issue (9), apr 2022, Pages :15060-15072)
    Mabed, Mehdi | Meng, Fanchao | Salmela, Lauri | Finot, Christophe | Genty, Goëry | Dudley, John Michael
  • article - Feed-forward neural network as nonlinear dynamics integrator for supercontinuum generation
    Optics Letters (Volume 47, Issue (4), feb 2022, Pages :802-805)
    Salmela, Lauri | Hary, Mathilde | Mabed, Mehdi | Foi, Alessandro | Dudley, John Michael | Genty, Goëry

2021 (4)

  • inproceedings - Optical solitons analysis in supercontinuum generation through deep learning techniques
    2021 Student Chapter Photonics Day (2021) / Besançon, France (2021)
    Mabed, Mehdi
    bibtex
  • inproceedings - Analyse des caractéristiques des solitons optiques dans la génération de supercontinuum par techniques d'apprentissage profond
    Congrès général Optique de la Société Française d'Optique (2021) / Dijon, France (2021)
    Salmela, Lauri | Lapre, Coraline | Mabed, Mehdi | Dudley, John Michael | Genty, Goëry
    bibtex
  • inproceedings - Deep learning for new insights into ultrafast dynamics and extreme events in nonlinear fibre optics
    2021 SPIE Photonics West (2021) / San Francisco, United States (Volume 11703, 2021, Pages pages 1170316)
    Genty, Goëry | Salmela, Lauri | Foi, Alessandro | Toivonen, Juha | Hary, Mathilde | Narhi, Mikko | Mabed, Mehdi | Billet, Cyril | Dudley, John Michael
    doi | bibtex
  • article - Violation of Bell inequalities by stochastic simulations of Gaussian States based on their positive Wigner representation
    Physica Scripta (Volume 96, Issue (4), feb 2021, Pages :045103 (7))
    Lantz, Eric | Mabed, Mehdi | Devaux, Fabrice