A U-Net trained on beam-propagation data predicts nonlinear multimode fiber pulse outputs with about 88% structural similarity at the trained distance, but cascaded extrapolation degrades quickly.
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physics.optics 1years
2025 1verdicts
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Real-time surrogate modeling of nonlinear pulse evolution in multimode fibers
A U-Net trained on beam-propagation data predicts nonlinear multimode fiber pulse outputs with about 88% structural similarity at the trained distance, but cascaded extrapolation degrades quickly.