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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

R. Almakki

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2 papers indexed here

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Review Open access 2026

Explainable AI for Trustworthy 6G Edge-Cloud Smart Cities: A Systematic Review

Smart cities are becoming more interconnected, data-driven, and increasingly autonomous, with 6th-generation communication, edge-cloud computing, Internet of Things infrastructures, digital twins, federated learning, and artificial intelligence supporting them. The same technology that enables low-latency mobility, ada...

Qaisar Abbas, R. Almakki · 0 citations
Aug 2026

WRO-water: A hydrology-guided multi-head attention transformer for runoff prediction and water quality early warning.

Predicting runoff and providing water quality early warnings becomes critical for timely monitoring of water resources. In particular, it needs to be robust under varying rainfall conditions, sensor noise and catchment conditions. We propose WRO-Water system, a hydrology-guided multi-head attention Transformer with mas...

Qaisar Abbas, R. Almakki, Mubarak Albathan et al. · 0 citations

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