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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

Jing-Song Xie

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2 papers indexed here

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Open access Sep 2026

Two-stage adversarial collaborative diagnosis framework via transferable perturbation mechanism for HST bogies with long-tailed data

Deep learning models for high-speed train (HST) bogie transmission components fault diagnosis frequently suffer from severe performance degradation under unseen operating conditions due to domain shift and long-tailed data distribution. This paper addresses the challenging single-domain generalization (SDG) scenario...

Yuan-Hong Chang, Yu-Jian Xie, Jia-Yi Li et al. · 0 citations
Sep 2026

A dual-enhanced generative framework for zero-shot bearing compound fault diagnosis

Rolling bearings are critical components in rotating machinery, and their faults may threaten system safety and stability. Although data-driven methods have achieved promising results, they usually require labeled samples from all target categories, which limits their application to unseen compound faults. To address t...

Jie Liu, Kai Zhang, Ting Wang et al. · 0 citations

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