2022
DOI: 10.1021/acs.langmuir.1c02908
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Study on the Liquid–Liquid and Liquid–Solid Interfacial Behavior of Functionalized Graphene Oxide

Abstract: With the rise of carbon neutrality, the applications of carbon-based materials are gaining considerable attention. Graphene oxide (GO) is a two-dimensional sheet with epoxy and hydroxyl groups on the basal plane and carboxyl groups at the edge. In order to change the oil/water (o/w) interfacial activity, GO was controlled and modified by dodecylamine to get two kinds of functionalized GOs (fGOs), named as basal plane-functionalized GO (bGO) and edge-functionalized GO (eGO), respectively. The interfacial tensio… Show more

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Cited by 5 publications
(2 citation statements)
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“…21 As a result, it has become a popular research topic in the field of solid−liquid lubrication. Building on existing work, 22 this paper presents a classification model for predicting the tribological performance through Gaussian noise data augmentation with gradient boosting. The goal is to use this model to design liquid crystal lubricants that exhibit outstanding friction-reducing capabilities.…”
Section: ■ Introductionmentioning
confidence: 99%
“…21 As a result, it has become a popular research topic in the field of solid−liquid lubrication. Building on existing work, 22 this paper presents a classification model for predicting the tribological performance through Gaussian noise data augmentation with gradient boosting. The goal is to use this model to design liquid crystal lubricants that exhibit outstanding friction-reducing capabilities.…”
Section: ■ Introductionmentioning
confidence: 99%
“…Nano-titanium dioxide (TiO 2 ) exhibits exceptional scattering and absorption properties for UV light, making it a suitable candidate for use as an UV-shielding agent. It absorbs UV light without undergoing decomposition or color change and demonstrates remarkable stability. However, owing to the high surface energy of nanoparticles, they cannot be compatible with organic compounds during the processing of the plastic matrix and are prone to agglomeration, resulting in internal defects and poor dispersibility, which limits their ability to resist UV aging. Therefore, surface treatment is often needed to solve this problem, usually using methods such as coating coupling agents, surface active agent modification, and polymer modification . Because modified nano-TiO 2 cannot coexist with PP for an extended period and has not significantly improved its mechanical properties, it fails to meet the application requirements of specific engineering fields and high-performance PP.…”
Section: Introductionmentioning
confidence: 99%