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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

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Hewei Gao

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#graph neural networks Sep 2026

Power Bond graph-embedded causal flow-aware graph neural network for fault localization of electro-hydraulic systems

To achieve precise fault localization for electro-hydraulic systems of mechanical, a Causal Flow-aware Graph Neural Network (CFAGNN) is proposed, which integrates power bond graph topology with deep learning. A power bond graph model is constructed to characterize energy transfer mechanisms and clarify dynamic coupling...

Hewei Gao, Xin Huo, Jiao Meng et al. · 0 citations

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