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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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Zhi-Quan Liu

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Open access Sep 2026

Availability-Aware Remaining Useful Life Prediction for Aero-Engines with Unavailable Sensor Channels

Aero-engine remaining useful life (RUL) prediction supports condition-based maintenance, yet most data-driven models assume fixed sensor availability. Power-supply, acquisition, or communication failures can invalidate this assumption. We propose the Remaining Useful Life Dual-Attention Robust Network (RUL-DARNet), whi...

Qi Wang, Zhi-Quan Liu, Ze'an Jin et al. · 0 citations

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