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Thermodynamics-inspired explanations of artificial intelligence

Interpretation unfaithfulness (({{{mathcal{U}}}})) for surrogate model constructionOur starting point is some given dataset ({{{mathcal{X}}}}) and corresponding predictions g coming from a black-box model. For...

Preparation and properties of double-layer phenolic/polyurethane coated isophorone diisocyanate self-healing microcapsules

The synthesis mechanism of PF/PU-IPDI microcapsulesThe synthesis mechanism of double-layer PF/PU-IPDI microcapsules is illustrated in Fig. 1. Firstly, toluene diisocyanate prepolymer (L-75), IPDI were dissolved...

Development of cellulose acetate poly acrylonitrile (CAPA)–SiC/epoxy coating to mitigate corrosion of copper in chloride containing solutions

Li, B. et al. One-step electrochemical deposition leading to superhydrophobic matrix for inhibiting abiotic and microbiologically influenced corrosion of Cu in seawater environment. Colloids...

Deoxytrifluoromethylation/aromatization of cyclohexan(en)ones to access highly substituted trifluoromethyl arenes

Method developmentInitial investigation of the deoxytrifluoromethylation/aromatization sequence exploited 4-phenylcyclohexanone as a model substrate, and each individual step (1,2-addition reaction, dehydration, and aromatization) was independently...

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