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Mehdi Mabed

Optique department
OPTO team

CNRS

E-mail:

mehdi.mabed [at] femto-st.fr

03.81.66.64.68

Address:

TEMIS

15B avenue des Montboucons
25030 BESANCON cedex

Mehdi Mabed's publications

View all publications (13)2024 (1)2023 (5)2022 (3)2021 (4)

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
  
  doi | bibtex@inproceedings{57d98f1e-6c3b-4cc8-929f-43cb9b228e28, title = {Applications of AI in nonlinear fiber optic}, author = {Genty, Go\"ery and Hary, Mathilde and Mabed, Mehdi and Ermolaev, Andrei and Brunner, Daniel and Dudley, John Michael}, year = {2024}, address = {VILNIUS, Lithuania}, month = {aug}, pages = {}, volume = {307}, doi = {https://doi.org/10.1051/epjconf/202430702001 } }

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
  
  pdf | doi
• 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
  
  pdf | doi
• 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{284f6baf-ef5a-4ef4-aceb-dfebb8296dfb, title = {Machine Learning analysis of temporal instability peaks under Continuous Wave excitation in optical fiber Modulation Instability }, author = {Mabed, Mehdi and Salmela, Lauri and Ermolaev, Andrei and Finot, Christophe and Genty, Go\"ery and Dudley, John Michael}, year = {2023}, address = {Munich, Germany}, booktitle = {2023 Conference on Lasers and Electro-Optics/Europe and the European Quantum Electronics Conference (CLEO/Europe-EQEC 2023)}, editor = {}, month = {jun}, pages = {paper ef_10_2}, doi = {10.1109/CLEO/Europe-EQEC57999.2023.10232492} }
• 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{b6aa28d7-b640-4b96-bd03-4c65fd783fea, title = {Identifying extreme localization and rogue waves in fibre optics using data-driven dominant balance}, author = {Ermolaev, Andrei and Mabed, Mehdi and Finot, Christophe and Genty, Go\"ery and Dudley, John Michael}, year = {2023}, address = {Munich, Germany}, booktitle = {2023 Conference on Lasers and Electro-Optics/Europe and the European Quantum Electronics Conference (CLEO/Europe-EQEC 2023)}, editor = {}, month = {jun}, pages = {Paper# ef_10_3}, doi = {10.1109/CLEO/Europe-EQEC57999.2023.10232203} }
• 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@inproceedings{97cd7ebf-9175-41f9-b9fe-9c1ee38017bb, title = {Applications of artificial intelligence to nonlinear fiber-optics}, author = {Genty, Go\"ery and Salmela, Lauri and Hary, Mathilde and Mabed, Mehdi and Ermolaev, Andrei and Dudley, John Michael}, year = {2023}, address = {San Francisco, California, United States}, booktitle = {SPIE Photonics West (2023)}, editor = {}, month = {jan}, pages = {PC12438-46}, volume = {}, journal = {AI and Optical Data Sciences IV}, publisher = {SPIE} }

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
  
  bibtex@inproceedings{2c2c9c89-063a-43c8-82e7-46ef6018f277, title = {Applications of Machine Learning to Ultrafast Nonlinear Dynamics}, author = {Genty, Go\"ery and Salmela, Lauri and Hary, Mathilde and Mabed, Mehdi and Lapre, Coraline and Dudley, John Michael}, year = {2022}, address = {San Jose, United States}, booktitle = {Conference on Lasers and Electro-Optics (CLEO 2022)}, editor = {}, month = {may} }
• 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
  
  doi
• 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
  
  pdf | doi

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{1f5a20d2-bd00-4d35-99a3-1ad36f131caa, title = {Optical solitons analysis in supercontinuum generation through deep learning techniques}, author = {Mabed, Mehdi}, year = {2021}, address = {Besan\c{c}on, France}, booktitle = {2021 Student Chapter Photonics Day (2021)}, month = {dec} }
• 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{dcd9a0d7-5ba1-4099-bfd3-cb6a9dd8d79b, title = {Analyse des caract\'eristiques des solitons optiques dans la g\'en\'eration de supercontinuum par techniques d'apprentissage profond}, author = {Salmela, Lauri and Lapre, Coraline and Mabed, Mehdi and Dudley, John Micha\"el and Genty, Go\"ery}, year = {2021}, address = {Dijon, France}, booktitle = {Congr\`es g\'en\'eral Optique de la Soci\'et\'e Fran\c{c}aise d'Optique (2021)}, month = {jul} }
• 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@inproceedings{d8995605-4209-4d61-aff3-447e5d79681f, title = {Deep learning for new insights into ultrafast dynamics and extreme events in nonlinear fibre optics}, author = {Genty, Go\"ery and Salmela, Lauri and Foi, Alessandro and Toivonen, Juha and Hary, Mathilde and Narhi, Mikko and Mabed, Mehdi and Billet, Cyril and Dudley, John Micha\"el}, year = {2021}, address = {San Francisco, United States}, booktitle = {2021 SPIE Photonics West (2021)}, month = {mar}, pages = {1170316}, volume = {11703}, doi = {10.1117/12.2576979}, journal = {AI and Optical Data Sciences III} }
• 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
  
  pdf | doi