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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

Xing-Yu Wang

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2 papers indexed here

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Oct 2026

Uncertainty Decomposition for Machine-Learning-Based QoT Estimation in Coherent Optical Networks

Machine learning (ML) has shown strong performance for Quality of Transmission (QoT) estimation in optical networks, but reliability under out-of-distribution (OOD) conditions remains a key operational concern. We propose an uncertainty-aware QoT framework that decomposes predictive uncertainty into aleatoric and epist...

H. Lun, Lei Shi, Xing-Yu Wang et al. · 0 citations
Sep 2026

Energy‐Efficient and Resource‐Optimized Clustering for Unmanned Aerial Vehicle Quantum Networks

Simulation results demonstrate that ENW‐ACA significantly outperforms traditional non‐clustering routing across multiple performance metrics, including energy efficiency, quantum resource utilization, and network throughput, while maintaining its advantages as the network scale expands.

Ya Wang, Hao-Ran Hu, Ying Liu et al. · 0 citations

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