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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

Jian-Liang Mao

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Oct 2026

Metal-Dependent Electron Transfer in Acidic UV/Peroxymonosulfate: Inner-Sphere Proton-Coupled Two-Electron Transfer Drives Ni(III)-Oxyl Formation Distinct from Cu Pathways

Nickel–ethylenediaminetetraacetic acid (Ni-EDTA) persists in electroplating wastewater due to strong metal–ligand coordination and is widely assumed to degrade via radical pathways during advanced oxidation processes (AOPs). Here, we show that its decomplexation in an acidic UV/peroxymonosulfate (UV/PMS) system is go...

W. Deng, Xiao-Li Lv, Ying-Qi Li et al. · 0 citations
Aug 2026

A physics-informed neural networks–based adaptive control for a class of nonlinear systems with nonparametric uncertainties

The core innovation lies in using the physics-informed neural networks mechanism to estimate the nonparametric uncertainty by embedding the system dynamics as a constraint in the loss function, ensuring physically consistent and highly generalizable uncertainty estimation even with sparse data.

Na Sun, Xin Dong, Kun Liang et al. · 0 citations

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