Mehdi Mabed

@inproceedings{0dd316bc-5b62-48c7-8037-94cdc759b558, title = {New insights, new experiments, and new approaches to computation: the many synergies between machine learning and nonlinear fibre optics.}, author = {Dudley, John Michael and Ermolaev, Andrei and Hary, Mathilde and Mabed, Mehdi and Lapre, Coraline and Leybov, Ley and Ryczkowski, Piotr and Skalli, Anas and Brunner, Daniel and Finot, Christophe and Genty, Go\"ery}, year = {2025}, address = {COPENHAGEN, Denmark}, booktitle = {ECOC2025, 51st European Conference on Optical Communication (ECOC2025 2025)}, editor = {}, month = {sep}, url = {https://publiweb.femto-st.fr/tntnet/entries/21638/documents/author/data} }

@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}, editor = {}, month = {aug}, pages = {}, volume = {307}, doi = {https://doi.org/10.1051/epjconf/202430702001 } }

@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{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{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} }

@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} }

@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{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{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} }