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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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Qiwei Peng

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Open access Aug 2026

Machine learning-assisted molecular design for efficient 19F hyperpolarization

Efficient 19F signal amplification by reversible exchange (SABRE) remains difficult because enhancement depends on multiple substrate-specific structural and electronic factors. Here we report a machine-learning-assisted strategy for identifying and ranking high-performance 19F SABRE substrates. A chemical space of mor...

Qiwei Peng, Li Zheng, Huijun Sun et al. · 0 citations

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