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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

Li-Xia Yang

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Jul 2026

Suspended sludge-Biofilm Niche Cooperation Enables Stable Mainstream Nitrogen Removal via Mixotrophic Partial Denitrification coupled with Anammox.

The sustainable application of partial denitrification/anammox (PD/A) under mainstream wastewater conditions depends critically on relieving the strong competition between heterotrophic and autotrophic microorganisms for substrates and ecological space. In this study, ferrous sulfide (FeS) was employed as a biofilm car...

Qing-Xuan Sun, Li Zhang, Li-Xia Yang et al. · 0 citations
#small language model Open access Aug 2026

Retrieval Granularity as Evidence Design in Small-Model RAG Question Answering: A Diagnostic HotpotQA Study

Results align with a diagnostic perspective on chunking: using evidence at a task-appropriate level of granularity can improve grounding, auditability, and answer quality, but the observed patterns should be interpreted within the HotpotQA distractor setting, fixed generator, and tested context budgets.

Wei-Mao Ke, Li-Xia Yang, Meng-Yang Xu · 0 citations

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