文章基本信息

标题：Quantitative design rules for protein-resistant surface coatings using machine learning
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作者：Tu C. Le ; Matthew Penna ; David A. Winkler 等
期刊名称：Scientific Reports
电子版ISSN：2045-2322
出版年度：2019
卷号：9
期号：1
页码：1-12
DOI：10.1038/s41598-018-36597-5
出版社：Springer Nature
摘要：of 0.82 and standard error of prediction of 13%. Using the same data set that enabled the development of the Whitesides rules, we discovered an extension to the original rules. We describe a workflow that can be applied to large, consistently obtained data sets covering a broad range of surface functional groups and protein types.