Browsing Tetherless World Publications by Author "Schadler, Linda"

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    • An Ontology for a Polymer Nanocomposite Community Data Resource 

      Rawte, Vipula; McCusker, Jamie; Zhoa, He; Brinson, Cate; Chen, Wei; Schadler, Linda; McGuinness, Deborah L. (2017-06-25)
      Interest in polymer nanocomposites has been increasing because of their unique properties. Since the field draws on a wide range of disciplines, a data resource aimed at adequately supporting the field needs to include ...

    • Data centric nanocomposites design via mixed-variable Bayesian optimization 

      Iyer, Akshay; Zhang, Yichi; Prasad, Aditya; Gupta, Praveen; Tao, Siyu; Wang, Yixian; Prabhune, Prajakta; Schadler, Linda; Brinson, Cate; Chen, Wei (Molecular Systems Design & Engineering, 2020-08-10)
      With an unprecedented combination of mechanical and electrical properties, polymer nanocomposites have the potential to be widely used across multiple industries. Tailoring nanocomposites to meet application specific ...

    • NanoMine Schema: A Data Representation for Polymer Nanocomposites 

      Zhoa, He; Wang, Yixian; Lin, Anqi; Hu, Bingyin; Yan, Rui; McCusker, Jamie; Chen, Wei; McGuinness, Deborah L.; Schadler, Linda; Brinson, Cate (APL Materials, 2018-11-30)
      Polymer nanocomposites consist of a polymer matrix and fillers with at least one dimension below 100 nanometers (nm) [L. Schadler et al., Jom 59(3), 53–60 (2007)]. A key challenge in constructing an effective data resource ...

    • Ontology-enabled Polymer Nanocomposite Open Community Data Resource 

      Schadler, Linda; Brinson, Catherine; Chen, Wei; McGuinness, Deborah L. (NSF, 2017-01-11)
      Our evolving semantics=driven data resource, named NanoMine, is an open access, user friendly, living, growing, data resource for the polymer nanocomposites community that is scalable and enables improved understanding of ...

    • Polymer Nanocomposite Data: Curation, Frameworks, Access and Potential for Discovery and Design 

      Brinson, Cate; Deagen, Michael; Chen, Wei; McCusker, Jamie; McGuinness, Deborah L.; Schadler, Linda; Palmeri, Marc; Ghumman, Umar; Lin, Anqi; Hu, Bingyin (American Chemical Society, Macro Letters, 2020-07-01)
      With the advent of the materials genome initiative (MGI) in the United States and a similar focus on materials data around the world, a number of materials data resources and associated vocabularies, tools, and repositories ...