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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

Yanyu Su

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Jul 2026

Identification of key biomarkers for ferroptosis in diabetic kidney disease using machine learning and WGCNA.

The authors' ferroptosis-oriented screening strategy identified CD36 as a promising diagnostic biomarker for DKD, and experimental validation confirmed increased renal CD36 protein expression and elevated serum CD36 levels in diabetic mice, further supporting its potential as a biomarker for DKD.

Yu-Xi Liu, Yunfei Huang, Yanyu Su et al. · 0 citations
Preprint Aug 2026

Multi-Agent Closed-Loop Reasoning for Organic Structure Elucidation from Multimodal Spectra

MACROS establishes a scalable foundation for fully automated structure elucidation, and catalyzes accelerated molecular discovery toward autonomous laboratories, and augments chemists via collaboration to deliver sixfold faster, 40% more accurate elucidation.

Bing-Sen Xue, Zhuo-Jun Jiang, Jian-Hao Zhang et al. · 0 citations

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