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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

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Hao-Wen Wu

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Open access Sep 2026

The Ratchet Effect of Environmental Policy Combinations

Governments increasingly pair command-and-control regulation with market-based instruments, but whether the resulting combination produces effects that persist independently of its component instruments remains unclear. We distinguish two claims conflated under “ratchet effect”: that policy effects reinforce over tim...

Jian-Xun Wu, Hui Jin, Hao-Wen Wu · 0 citations
Open access Sep 2026

Missing Evidence in Interfacial Polymerization: Challenges and Opportunities for In Situ Observation of Polyamide Membrane Formation

Polyamide (PA) thin-film composite membranes are the dominant platform for reverse osmosis and nanofiltration. However, despite decades of development, the dynamic formation process of PA layers during interfacial polymerization (IP) remains insufficiently understood. Existing mechanistic interpretations are largely...

Hao-Wen Wu, Jian-Hua Qiu, Hao Guo · 0 citations

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