Abstract: After polarization dependence, gain ripple due to reflections at the facets is the largest cause of gain uncertainty in SOAs, forming an impediment in a number of different applications, ...
Abstract: This study proposes an advanced framework for predicting optical amplifier failures in optical networks by integrating Digital Twins (DT) and Machine Learning (ML). Utilizing the GNPy ...
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