| Feed-forward neural network as nonlinear dynamics integrator for supercontinuum generation L Salmela, M Hary, M Mabed, A Foi, JM Dudley, G Genty Optics Letters 47 (4), 802-805, 2022 | 32 | 2022 |
| Genetic algorithm optimization of broadband operation in a noise-like pulse fiber laser C Lapre, F Meng, M Hary, C Finot, G Genty, JM Dudley Scientific Reports 13 (1), 1865, 2023 | 13 | 2023 |
| Tailored supercontinuum generation using genetic algorithm optimized Fourier domain pulse shaping M Hary, L Salmela, P Ryczkowski, F Gallazzi, JM Dudley, G Genty Optics Letters 48 (17), 4512-4515, 2023 | 10 | 2023 |
| Feed-forward neural network as nonlinear dynamics integrator for supercontinuum generation: erratum L Salmela, M Hary, M Mabed, A Foi, JM Dudley, G Genty Optics Letters 47 (7), 1741-1741, 2022 | 3 | 2022 |
| Principles and Metrics of Extreme Learning Machines Using a Highly Nonlinear Fiber M Hary, D Brunner, L Leybov, P Ryczkowski, JM Dudley, G Genty arXiv preprint arXiv:2501.05233, 2025 | 1 | 2025 |
| Genetic algorithm spectral shaping of supercontinuum over 1550–2000 nm M Hary, L Salmela, JM Dudley, G Genty 2023 Conference on Lasers and Electro-Optics Europe & European Quantum …, 2023 | 1 | 2023 |
| Limits of nonlinear and dispersive fiber propagation for photonic extreme learning AV Ermolaev, M Hary, L Leybov, P Ryczkowski, A Skalli, D Brunner, ... arXiv preprint arXiv:2503.03649, 2025 | | 2025 |
| Spectral optimization of supercontinuum shaping using metaheuristic algorithms, a comparative study M Hary, T Koivisto, S Lukasik, JM Dudley, G Genty Scientific Reports 15 (1), 377, 2025 | | 2025 |
| Optimization and realignment of OAM mode excitation in ring-core optical fibers using machine learning J Demas, M Hary, G Genty, S Ramachandran Optics Letters 49 (17), 5003-5006, 2024 | | 2024 |
| Machine-Learning-Optimized OAM Excitation in Optical Fibers J Demas, M Hary, G Genty, S Ramachandran 2024 Conference on Lasers and Electro-Optics (CLEO), 1-2, 2024 | | 2024 |
| Autoencoders for compressive sampling in a high-dimensional ultra-fast optical system M Hary, A Skalli, JM Dudley, D Brunner, G Genty AI and Optical Data Sciences V 12903, 153-155, 2024 | | 2024 |
| Applications of AI in nonlinear fiber optic G Genty, M Hary, M Mabed, A Ermolaev, D Brunner, JM Dudley EPJ Web of Conferences 307, 02001, 2024 | | 2024 |
| Applications of artificial intelligence to nonlinear fiber-optics G Genty, L Salmela, M Hary, M Mabed, A Ermolaev, JM Dudley AI and Optical Data Sciences IV, PC124380L, 2023 | | 2023 |
| Machine learning control of nonlinear fiber supercontinuum generation for application in molecular spectroscopy M Hary, L Salmela, JM Dudley, G Genty Nonlinear Photonics, NpTu1G. 2, 2022 | | 2022 |
| Neural network-based emulation of nonlinear pulse propagation L Salmela, M Hary, M Mahed, JM Dudley, G Genty Nonlinear Photonics, NpM3G. 2, 2022 | | 2022 |
| Applications of Machine Learning to Ultrafast Nonlinear Dynamics G Genty, L Salmela, M Hary, M Mabed, C Lapre, JM Dudley CLEO Laser Science to Photonic Applications, 2022 | | 2022 |
| Machine learning control of nonlinear fiber dynamics M Hary, L Salmela, M Mabed, JM Dudley, G Genty AI and Optical Data Sciences III, PC120190Z, 2022 | | 2022 |
| Neural network prediction of supercontinuum generation dynamics L Salmela, M Hary, JM Dudley, G Genty AI and Optical Data Sciences III, PC120190Y, 2022 | | 2022 |
| Predicting Supercontinuum Generation Dynamics Using a Neural Network L Salmela, M Hary, JM Dudley, G Genty European Quantum Electronics Conference, ej_1_2, 2021 | | 2021 |
| Deep learning for new insights into ultrafast dynamics and extreme events in nonlinear fibre optics G Genty, L Salmela, A Foi, J Toivonen, M Hary, M Narhi, M Mabed, ... AI and Optical Data Sciences II 11703, 1170316, 2021 | | 2021 |
