Here, we develop a novel design approach that co-optimizes inverse-designed wavelength division multiplexers and distributed Bragg gratings to achieve ultra-low crosstalk without compromising insertion loss. We set the topological characteristics of photonic crystals as the primary objective functions and enhance their. This paper proposes a fault-protected Single Mode Fiber (SMF) / Free Space Optics (FSO) ring-based pay-as-you-grow hybrid Wavelength Division Multiplexed (WDM) and Time Division Multiplexed (TDM) optical network to create a highly reliable architecture for delivering seamless connectivity to the. This co-optimized platform enables efficient routing of multiple light signals across different wavelengths. Aspects of the subject disclosure may include, for example, collecting information about network nodes and network branches in a waveform-division multiplexing-passive optical network (WDM-PON), forming an embedding model based on the information about network nodes and network branches, receiving.
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