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文章基本信息

  • 标题:Universal nanohydrophobicity predictions using virtual nanoparticle library
  • 作者:Wenyi Wang ; Wenyi Wang ; Xiliang Yan
  • 期刊名称:Journal of Cheminformatics
  • 印刷版ISSN:1758-2946
  • 电子版ISSN:1758-2946
  • 出版年度:2019
  • 卷号:11
  • 期号:1
  • 页码:6
  • DOI:10.1186/s13321-019-0329-8
  • 语种:English
  • 出版社:BioMed Central
  • 摘要:To facilitate the development of new nanomaterials, especially nanomedicines, a novel computational approach was developed to precisely predict the hydrophobicity of gold nanoparticles (GNPs). The core of this study was to develop a large virtual gold nanoparticle (vGNP) library with computational nanostructure simulations. Based on the vGNP library, a nanohydrophobicity model was developed and then validated against externally synthesized and tested GNPs. This approach and resulted model is an efficient and effective universal tool to visualize and predict critical physicochemical properties of new nanomaterials before synthesis, guiding nanomaterial design.
  • 关键词:Nanohydrohobicity ; Surface chemistry ; Surface simulations ; Nanomaterials design ; Virtual nanoparticle library ; Predictive model
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