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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

Chun-Liu Zhou

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Aug 2026

Optimization of hybrid component-level opportunistic maintenance strategy with dual-source ordering

To reduce operational losses from EMU maintenance shutdowns while ensuring safety, this study develops an integrated optimization model combining hybrid opportunistic maintenance with dual-source spare parts procurement under imperfect maintenance. Scheduled maintenance is applied to non-critical components, while crit...

Chun-Liu Zhou, Wei Yao, Yuan-Yun Wang et al. · 0 citations
Jul 2026

A lightweight multi-scale framework with edge enhancement and attention for small object detection in UAV imagery

The proposed EAMS-YOLO provides a balanced trade-off among detection accuracy, model complexity, and deployment adaptability, making it well suited for UAV-based small object detection in resource-constrained environments.

Ruilin Pan, Xialian Sang, Kai Wang et al. · 0 citations

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