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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

Rui-Hua Zhang

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Open access Aug 2026

Vis/NIR Spectral Sensing-Based Quality Prediction for Postharvest Sweet Potatoes

Rapid and non-destructive assessment of sweet potato quality is important for postharvest management, processing suitability evaluation, and market quality control. In this study, a 12-channel visible/near-infrared (Vis/NIR) spectral sensing system was applied to predict multiple physicochemical quality attributes of p...

Maoyuan Yin, Rui-Hua Zhang, Tian-Yu Zhu et al. · 0 citations
Review Aug 2026

Machine Learning–Enhanced Localized Surface Plasmon Resonance Sensing: From Spectra to Intelligent Devices

This review evaluates how machine learning can improve information extraction when the model is matched to the LSPR measurement physics, data structure, and validation regime and connects physics‐first features, dimensionality reduction, supervised learning, convolutional neural networks, attention models, and physics‐...

Qingfubo Geng, Rui-Hua Zhang, Hang-Yu Li et al. · 0 citations

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