Mr. Mehdi Mabed Profile

Mehdi Mabed

at FEMTO-ST

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Publications (3)

Proceedings Article | 17 March 2023 Presentation

Applications of artificial intelligence to nonlinear fiber-optics

Goëry Genty, Lauri Salmela, Mathilde Hary, Mehdi Mabed, Andrei Ermolaev, John Dudley

Proceedings Volume PC12438, PC124380L (2023) https://doi.org/10.1117/12.2650072

KEYWORDS: Fiber optics, Artificial intelligence, Machine learning, Solitons, Optical fibers, Nonlinear optics, Supercontinuum generation, Numerical integration, Neural networks, Multimode fibers

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Proceedings Article | 9 March 2022 Presentation

Machine learning control of nonlinear fiber dynamics

Mathilde Hary, Lauri Salmela, Mehdi Mabed, John Dudley, Goëry Genty

Proceedings Volume PC12019, PC120190Z (2022) https://doi.org/10.1117/12.2609474

KEYWORDS: Nonlinear control, Machine learning, Optical fibers, Nonlinear optics, Ultrafast phenomena, Optical parametric oscillators, Optical filters, Optical components, Nonlinear dynamics, Neural networks

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Proceedings Article | 5 March 2021 Presentation

Deep learning for new insights into ultrafast dynamics and extreme events in nonlinear fibre optics

Goery Genty, Lauri Salmela, Alessandro Foi, Juha Toivonen, Mathilde Hary, Mikko Narhi, Medhdi Mabed, Cyril Billet, John Dudley

Proceedings Volume 11703, 1170316 (2021) https://doi.org/10.1117/12.2576979

KEYWORDS: Nonlinear optics, Ultrafast phenomena, Fiber optics, Solitons, Neural networks, Supercontinuum generation, Physics, Numerical simulations, Numerical integration, Modulation

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