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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

Jia Liu

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Aug 2026

Synergistic Flame Retardancy and Smoke Suppression in Flexible PVC Enabled by Magnesium Hydroxide With a Dual‐Layer Coating and Fe( OH ) 3 Decoration

To improve the flame retardancy and smoke suppression of magnesium hydroxide (MH) in flexible PVC, a hierarchical flame retardant (MH‐P2@Fe) was designed via dual‐layer coating of polydopamine (PDA) and polydichlorophosphazene (PDCP) followed by Fe(OH) 3 loading. The introduction of Fe(OH) 3 enhanced the therma...

Wenqing Ge, Jia Liu, Tianmu Wu et al. · 0 citations
#federated learning Sep 2026

AoI Minimization in Heterogeneous MEC Networks: A Federated Learning-Assisted Hybrid DRL and Convex Approach

This paper investigates a dynamic heterogeneous mobile edge computing network (HMECN), where mobile devices (MDs) could offload their full tasks to a small base station (SBS) directly or the macro base station (MBS) in direct or relay mode. As age of information (AoI) is a comprehensive and accurate metric to capture t...

Xiaoying Liu, Junhao Zheng, Kechen Zheng et al. · 8 citations

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