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• Andrei Ermolaev

Andrei Ermolaev

Département Optique
équipe OPTO

- UFR ST

Courriel :

andrei.ermolaev [at] femto-st.fr

03.81.66.55.81

Adresse :

TEMIS

15B avenue des Montboucons
25030 BESANCON cedex

Publications de Andrei Ermolaev

Voir toutes les publications (12)2024 (4)2023 (6)2022 (2)

2024 (4)

• article - Automating Physical Intuition in Nonlinear Optics
  Optics and Photonics News (Volume 35, dec 2024, Pages :1)
  Ermolaev, Andrei | Dudley, John Michael | Finot, Christophe | Genty, Goëry
  
  pdf
• article - Unsupervised classification of non-linear dynamics in optical fiber propagation using intensity clustering
  Physica D (Volume 472, dec 2024, Pages :7)
  Sheveleva, Anastasiia | Ermolaev, Andrei | Dudley, John Michael | Finot, Christophe
  
  pdf | doi
• 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 } }
• article - Automating physical intuition in nonlinear fiber optics with unsupervised dominant balance search
  Optics Letters (Volume 49, Issue (15), jul 2024, Pages :4202 - 4205)
  Ermolaev, Andrei | Finot, Christophe | Genty, Goëry | Dudley, John Michael
  
  doi

2023 (6)

• 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
• inproceedings - Etude et contrôle des portraits de phase du processus idéal de mélange à quatre ondes dans les fibres optiques
  26ème Congrès Général de la Société Française de Physique (2023) / Paris, France (2023)
  Sheveleva, Anastasiia | Ermolaev, Andrei | Colman, Pierre | Dudley, John Michael | Finot, Christophe
  
  pdf | bibtex@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} }
• 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 (2)

• article - Data-driven model discovery of ideal four-wave mixing in nonlinear fibre optics
  Scientific Reports (Volume 12, dec 2022, Pages :12711(11))
  Ermolaev, Andrei | Sheveleva, Anastasiia | Genty, Goëry | Finot, Christophe | Dudley, John Michael
  
  doi
• inproceedings - Data-driven Discovery of the Ideal Four Wave Mixing Modelin Nonlinear Fiber Optics
  Congrès général Optique de la Société Française d'Optique (2022) / Nice, France (2022)
  Ermolaev, Andrei | Sheveleva, A. | Salmela, Lauri | Genty, Goëry | Finot, Christophe | Dudley, John Michael
  
  bibtex@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} }