Experimental phase control of a 100 laser beam array with quasi-reinforcement learning of a neural network in an error reduction loop M Shpakovych, G Maulion, V Kermene, A Boju, P Armand, ... Optics Express 29 (8), 12307-12318, 2021 | 41 | 2021 |
On-demand phase control of a 7-fiber amplifiers array with neural network and quasi-reinforcement learning M Shpakovych, G Maulion, A Boju, P Armand, A Barthélémy, ... Photonics 9 (4), 243, 2022 | 7 | 2022 |
Second-order cone programming for frictional contact mechanics using interior point algorithm V Acary, P Armand, H Minh Nguyen, M Shpakovych Optimization Methods and Software, 1-30, 2024 | 2 | 2024 |
Modeling of Posting Behavior in Social Media. K Kononova, A Dek, M Shpakovych HAICTA, 837-849, 2017 | 2 | 2017 |
Retrieving the complex transmission matrix of a multimode fiber by machine learning for 3D beam shaping B Gobé, J Saucourt, M Shpakovych, D Helbert, A Desfarges-Berthelemot, ... Journal of Lightwave Technology, 2024 | 1 | 2024 |
Machine learning algorithm applied to the phase control of an array of laser beams M Shpakovych, G Maulion, V Kermene, A Boju, P Armand, ... IA POUR LES SCIENCES DE L’INGÉNIERIE 28, 0 | 1 | |
Machine learning method to measure the transmission matrix of a multimode optical fiber without reference beam for 3D beam tailoring B Gobé, J Saucourt, M Shpakovych, G Maulion, D Helbert, D Pagnoux, ... Laser Resonators, Microresonators, and Beam Control XXVI 12871, 76-82, 2024 | | 2024 |
Neural network preconditioning of large linear systems M Shpakovych Inria Centre at the University of Bordeaux, 2023 | | 2023 |
Apprentissage automatique et recouvrement de phase pour le contrôle de l’émission d’une fibre multimodale B Gobé, M Shpakovych, J Saucourt, G Maulion, F Marc, D Helbert, ... Journées nationales d'optique guidée (JNOG), 2023 | | 2023 |
Optimization and machine learning algorithms applied to the phase control of an array of laser beams M Shpakovych Université de Limoges, 2022 | | 2022 |
Verrouillage et structuration dynamique des phases d’un réseau de 7 lasers par approche neuronale A Boju, M Shpakovych, G Maulion, P Armand, A Barthélémy, ... Optique Nice, 2022 | | 2022 |
100 laser beam array phase-locked in a neural network loop A Boju, M Shpakovych, G Maulion, V Kermene, P Armand, ... The European Conference on Lasers and Electro-Optics, jsiv_4_4, 2021 | | 2021 |
Numerical optimization for frictional contact problems M Shpakovych Université de Limoges, 2019 | | 2019 |
Optimization and machine learning algorithms applied to the phase control of an array of laser beams P Armand, A Barthélémy, A Boju, A Desfarges-Berthelemot, V Kermene, ... | | |