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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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Xing-Qi Chen

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Sep 2026

Prior-Attention-Mechanism-Based Spectral Identifier for Revealing Hazardous Chemical Additives in Commercial PVC

Additive components largely determine the environmental and health risks of commercial plastics, but rapid, nondestructive identification of multiple additives in polymer matrices remains challenging. To overcome this challenge, we developed a prior-knowledge-guided triple-scale convolutional neural network (SpecNet)...

Xing-Qi Chen, Heng-Yu Fang, Yi-Jiang Liu et al. · 0 citations

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