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Fiber-Agnostic Machine Learning-Based Raman Amplifier Models
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Moura, Uiara C. deZibar, DarkoBrusin, A. Margareth RosaCarena, AndreaRos, Francesco Da

In this paper, we show that by combining experimental data from different optical fibers, we can build a fiber-agnostic neural-network to model the Raman amplifier. The fiber-agnostic NN model can …

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Experimental Characterization of Raman Amplifier Optimization Through Inverse…
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Carena, AndreaZibar, DarkoDa Ros, FrancescoMoura, Uiara C. deBrusin, A. Margareth Rosa

Optical communication systems are always evolving to support the need for ever-increasing transmission rates. This demand is supported by the growth in complexity of communication systems which are…

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Inverse System Design Using Machine Learning : The Raman Amplifier Case
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Curri, VittorioCarena, AndreaZibar, DarkoDa Ros, FrancescoBrusin, Ann Margareth RosaMoura, Uiara C. de

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Introducing Load Aware Neural Networks for Accurate Predictions of Raman Ampl…
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Curri, VittorioCarena, AndreaZibar, DarkoMoura, Uiara C. deBrusin, A. Margareth Rosa


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Ditemukan 4 dari pencarian Anda melalui kata kunci: Pengarang : "Moura, Uiara C. de"
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