Synthesis of Sulfonated Phenylsilsesquioxanes Guided by Machine Learning
Xiaoyu Zhang,
Kai Gu,
Wenchao Zhang
et al.
Abstract:Sulfonated octaphenylsilsesquioxane (SPOSS) has garnered significant interest due to its unique structural properties of containing the −SO 3 H group and its wide range of applications. This study introduces a novel approach to the synthesis of SPOSS, leveraging machine learning algorithms to explore new recipes and achieve higher −SO 3 H functionality. The focus was on synthesizing SPOSS with 2, 4, 6, and 8-SO 3 H functional groups on the phenyl group, marked as SPOSS-2, SPOSS-4, SPOSS-6, and SPOSS-8, respect… Show more
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