Uiara Celine de Moura | DeepAI

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Featured Co-authors

Francesco Da Ros
15 publications
Darko Zibar
14 publications
Metodi P. Yankov
8 publications
Metodi Plamenov Yankov
5 publications
Siqi Yan
4 publications
Andrea Carena
3 publications
Yunhong Ding
3 publications
Ali Cem
3 publications

research

∙ 06/13/2022

Flexible Raman Amplifier Optimization Based on Machine Learning-aided Physical Stimulated Raman Scattering Model

The problem of Raman amplifier optimization is studied. A differentiable...

0 Metodi Plamenov Yankov, et al. ∙

research

∙ 11/23/2021

Comparison of Models for Training Optical Matrix Multipliers in Neuromorphic PICs

We experimentally compare simple physics-based vs. data-driven neural-ne...

0 Ali Cem, et al. ∙

research

∙ 09/11/2020

Power Evolution Prediction and Optimization in a Multi-span System Based on Component-wise System Modeling

Cascades of a machine learning-based EDFA gain model trained on a single...

0 Metodi P. Yankov, et al. ∙

research

∙ 09/11/2020

Machine learning-based EDFA Gain Model Generalizable to Multiple Physical Devices

We report a neural-network based erbium-doped fiber amplifier (EDFA) gai...

0 Francesco Da Ros, et al. ∙