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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Essam N. Abdulla

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2 papers indexed here

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Oct 2026

Machine Learning Outperforms Deep Learning for Atmospheric Attenuation Prediction in Free-Space Optical Communications under Iraqi Weather Conditions.

Free-space optical communications systems offer high bandwidth, increased security and license-free operation but are highly affected by the performance degradation due to the atmospheric attenuation caused by scattering and absorption. The prediction of attenuation accuracy is even more important in Iraq where the env...

Salam K. Abdullah, Ameer Saleh Hussein, Maab A. Abood et al. · 0 citations
Open access Aug 2026

Deep Learning-Enabled Multi-Parameter Optimization for TWDM-PON Systems with Extended Reach

The robustness of the physical layer greatly affects communication capacity in modern optical access networks, particularly techniques based on time-and-wavelength division multiplexed passive optical networks (TWDM-PONs). A signal may become highly vulnerable to interception, inaccurate signal reconstruction, and unst...

Zahraa J. Hasan, Ayat Hussain, Ali Hussein et al. · 0 citations

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