| Machine learning and applications in ultrafast photonics G Genty, L Salmela, JM Dudley, D Brunner, A Kokhanovskiy, S Kobtsev, ... Nature Photonics 15 (2), 91-101, 2021 | 215 | 2021 |
| Machine learning analysis of extreme events in optical fibre modulation instability M Närhi, L Salmela, J Toivonen, C Billet, JM Dudley, G Genty Nature communications 9 (1), 4923, 2018 | 104 | 2018 |
| Predicting ultrafast nonlinear dynamics in fibre optics with a recurrent neural network L Salmela, N Tsipinakis, A Foi, C Billet, JM Dudley, G Genty Nature machine intelligence 3 (4), 344-354, 2021 | 86 | 2021 |
| Machine learning analysis of rogue solitons in supercontinuum generation L Salmela, C Lapre, JM Dudley, G Genty Scientific Reports 10 (1), 9596, 2020 | 25 | 2020 |
| Low-noise octave-spanning mid-infrared supercontinuum generation in a multimode chalcogenide fiber Z Eslami, P Ryczkowski, L Salmela, G Genty Optics Letters 45 (11), 3103-3106, 2020 | 19 | 2020 |
| Two octave supercontinuum generation in a non-silica graded-index multimode fiber Z Eslami, L Salmela, A Filipkowski, D Pysz, M Klimczak, R Buczynski, ... Nature Communications 13 (1), 2126, 2022 | 11 | 2022 |
| Machine learning and applications in ultrafast photonics Nat G Genty, L Salmela, JM Dudley, D Brunner, A Kokhanovskiy, S Kobtsev, ... Photonics 15 (2), 91-101, 2021 | 11 | 2021 |
| High-power short-wavelength infrared supercontinuum generation in multimode fluoride fiber Z Eslami, P Ryczkowski, C Amiot, L Salmela, G Genty JOSA B 36 (2), A72-A78, 2019 | 11 | 2019 |
| 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 | 9 | 2022 |
| Machine learning analysis of instabilities in noise-like pulse lasers M Mabed, F Meng, L Salmela, C Finot, G Genty, JM Dudley Optics Express 30 (9), 15060-15072, 2022 | 4 | 2022 |
| PI (4, 5) P2 Binds to Phospholipase C Delta 1 in a Cholesterol Concentration Dependent Manner: Perspective on Implications to PI (4, 5) P2-Binding Proteins S Rissanen, L Salmela, I Vattulainen, T Róg Biophysical Journal 112 (3), 137a-138a, 2017 | 2 | 2017 |
| Supercontinuum spectral evolution prediction by recurrent neural network L Salmela, C Lapre, JM Dudley, G Genty 2020 Conference on Lasers and Electro-Optics (CLEO), 1-2, 2020 | 1 | 2020 |
| Extreme events prediction in optical fibre modulation instability using machine learning L Salmela, M Närhi, J Toivonen, C Lapre, C Billet, JM Dudley, G Genty European Quantum Electronics Conference, ee_5_6, 2019 | 1 | 2019 |
| Neural network analysis of unstable temporal intensity peaks in continuous wave modulation instability M Mabed, L Salmela, A Ermolaev, C Finot, G Genty, JM Dudley Optics Communications 541, 129570, 2023 | | 2023 |
| Tailored supercontinuum generation using genetic algorithmoptimized Fourier domain pulse shaping M Hary, L Salmela, P Ryczkowski, F Gallazzi, JM Dudley, G Genty arXiv preprint arXiv:2304.00829, 2023 | | 2023 |
| 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 |
| Broadband supercontinuum generation and self-cleaning dynamics in a lead-bismuth-gallate graded-index multimode fiber Z Eslami, L Salmela, A Filipkowski, D Pysz, M Klimczak, R Buczynski, ... International Conference on Ultrafast Phenomena, Tu4A. 68, 2022 | | 2022 |
| Data-driven Discovery of the Ideal Four Wave Mixing Modelin Nonlinear Fiber Optics A Ermolaev, A Sheveleva, L Salmela, G Genty, C Finot, JM Dudley Congrès général Optique de la Société Française d'Optique, 2022 | | 2022 |
