Perspective: NanoMine: A material genome approach for polymer nanocomposites analysis and design
In the private sector, Citrine Informatics has been providing a cloud-based platform with a fast expanding material database containing datasets from multiple sources as well as data-driven material design tools. Zhao,...
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Data mining our way to the next generation of thermoelectrics
In this article we provide an overview of data mining, informatics, and machine learning approaches for thermoelectrics.
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Development of solar fuels photoanodes through combinatorial integration of Ni–La–Co–Ce oxide catalysts on BiVO4
The authors thank Citrine Informatics (www.citrine.io) for data hosting. The raw potentiostat and spectrometer data for the anodic sweep of the CV for each photoanode are available at links.citrination.com/ni-la-co-ce. Guevarra, D.,...
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Federal agencies announce materials data challenge
In the spirit of open data, Citrine Informatics, a materials data analytics platform, is providing Challenge solvers with access to its database containing almost 3 million materials-property pairs aggregated from...
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Strategy for Extensible, Evolving Terminology for the Materials Genome Initiative Efforts
Within the materials community, there are several data repository efforts including the NIST Materials Data Repository (https://materialsdata.nist.gov), Automatic Flow for Materials Discovery (AFLOW) through the AFLOW Consortium (http://aflowlib.org), Citrine Informatics (http://www.citrine.io),...
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Materials data science: current status and future outlook
One approach for the creation of materials databases is described in detail in Reference 43. Examples of such databases include Citrine Informatics (44) for physical properties of nearly 30,000 chemical compounds,...
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