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  • 标题:Quantitative design rules for protein-resistant surface coatings using machine learning
  • 本地全文:下载
  • 作者:Tu C. Le ; Matthew Penna ; David A. Winkler
  • 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.
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