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Mehdi Mabed
Mehdi Mabed's publications
2024 (1)
- inproceedings - Applications of AI in nonlinear fiber optic
/ VILNIUS, Lithuania (Volume 307, 2024)
Genty, Goëry | Hary, Mathilde | Mabed, Mehdi | Ermolaev, Andrei | Brunner, Daniel | Dudley, John Michael
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 - 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 - 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
2022 (3)
- inproceedings - Applications of Machine Learning to Ultrafast Nonlinear Dynamics
Conference on Lasers and Electro-Optics (CLEO 2022) / San Jose, United States (2022)
Genty, Goëry | Salmela, Lauri | Hary, Mathilde | Mabed, Mehdi | Lapre, Coraline | Dudley, John Michael - 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 - 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 - 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 - 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