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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

Ke Feng

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2 papers indexed here

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Oct 2026

Remaining Useful Life Prediction of Aeroengines via Target-Domain Mutual Information and Fine-Grained Alignment

Predicting the remaining useful life (RUL) of aeroengines across different operating conditions, traditional cross-domain learning struggles to capture the intrinsic semantics of the target domain, resulting in prediction results that are highly sensitive to uncertainty in the target-domain distribution. Furthermore, f...

Ji-Chao Zhuang, Yongquan Lie, Xiao-Li Zhao et al. · 0 citations
Conference Aug 2026

Cognitive-State-Driven LLM Decision Agent for Fault Diagnosis of Rotating Machinery Under Incomplete Evidence

Reliable fault diagnosis of rotating machinery under incomplete evidence involves identifying the fault and determining whether the available evidence is sufficient for a decision. However, existing methods mainly map fixed inputs to fault labels and do not systematically evaluate evidence sufficiency. To address this...

Han-Bin Zhou, Zi-Lin Zhang, Tian-Le Wang et al. · 0 citations

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