Publication: Convolutional neural networks for predicting nonlinear pulse propagation in multimode fibers
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eng
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Abstract
We evaluate convolutional neural networks for predicting nonlinear pulse propagation in multimode fibers by constructing a dataset and training U-Net models for different tasks. Our results indicate a future strategy for applications requiring real-time control. © Optica Publishing Group 2025 © 2025 The Author(s)
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Optical Society of America
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Frontiers in Optics, FiO 2025 in Proceedings Frontiers in Optics + Laser Science 2025 ,FiO, LS - Part of Frontiers in Optics + Laser Science 2025
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10.1364/FIO.2025.FM3E.5
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