Andrei Ermolaev

@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{561036f5-fa7a-40d8-bc8a-de3554f58162, title = {Etude et contr\^ole des portraits de phase du processus id\'eal de m\'elange \`a quatre ondes dans les fibres optiques}, author = {Sheveleva, Anastasiia and Ermolaev, Andrei and Colman, Pierre and Dudley, John Michael and Finot, Christophe}, year = {2023}, address = {Paris, France}, booktitle = {26ème Congr\`es G\'en\'eral de la Société Française de Physique (2023)}, editor = {}, month = {jul}, url = {https://publiweb.femto-st.fr/tntnet/entries/19889/documents/author/data} }

@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{05a0b03a-ee29-4329-ab51-db6338e31fbb, title = {Data-driven Discovery of the Ideal Four Wave Mixing Modelin Nonlinear Fiber Optics}, author = {Ermolaev, Andrei and Sheveleva, A. and Salmela, Lauri and Genty, Go\"ery and Finot, Christophe and Dudley, John Michael}, year = {2022}, address = {Nice, France}, booktitle = {Congr\`es g\'en\'eral Optique de la Soci\'et\'e Fran\c{c}aise d'Optique (2022)}, month = {jul} }