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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Ning Xie

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2 papers indexed here

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Open access Sep 2026

Causal effects of gut microbiota on functional gastrointestinal disorders: a bidirectional Mendelian randomization study.

Emerging evidence suggests that gut microbiota is associated with functional gastrointestinal disorders (FGIDs). However, findings regarding microbial alterations in FGIDs have been inconsistent across observational studies, and the direction and causality of these associations remain unclear. We conducted a bidirectio...

Yu-Tong Cheng, Qiu-Ai Shu, Zi-Wei Wang et al. · 0 citations
Preprint Sep 2026

Operationalizing open-ended biological discovery across single-cell representations

Single-cell studies are typically initiated from predefined research questions, leaving much of the biological information encoded within existing data unexplored. We formalize open-ended discovery as an analytical paradigm, in which data-derived signals are identified before biological context is interrogated and subs...

Ning Zhang, Zi-wei Wang, Ning Xie et al. · 0 citations

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