journal article·2016-05-01Open access

Perspective: NanoMine: A material genome approach for polymer nanocomposites analysis and design

He Zhao, Xiaolin Li, Yichi Zhang, Linda S. Schadler, Wei Chen, L. Catherine Brinson

APL Materials· Volume 4· Issue 5

Abstract

Polymer nanocomposites are a designer class of materials where nanoscale particles, functional chemistry, and polymer resin combine to provide materials with unprecedented combinations of physical properties. In this paper, we introduce NanoMine, a data-driven web-based platform for analysis and design of polymer nanocomposite systems under the material genome concept. This open data resource strives to curate experimental and computational data on nanocomposite processing, structure, and properties, as well as to provide analysis and modeling tools that leverage curated data for material property prediction and design. With a continuously expanding dataset and toolkit, NanoMine encourages community feedback and input to construct a sustainable infrastructure that benefits nanocomposite material research and development.
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Research context

OpenAlex topics: Machine Learning in Materials Science · Corrosion Behavior and Inhibition · Calcium Carbonate Crystallization and Inhibition

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Northwestern University 1 Department of Mechanical Engineering, , Evanston, Illinois 60208, USA

Rensselaer Polytechnic Institute 2 Department of Material Science and Engineering, , Troy, New York 12180, USA

Northwestern University 3 Department of Material Science and Engineering, , Evanston, Illinois 60208, USA

Funding

National Science Foundation · National Institute of Standards and Technology

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