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Facilitate Access to Materials Data

Goal 3: Facilitate Access to Materials Data

  • Identify Best Practices for Implementation of a Materials Data Infrastructure
  • Support Creation of Accessible Materials Data Repositories

The availability of high-quality materials data is crucial to achieving the advances proposed by MGI. Materials data can be used for input in modeling activities, as the medium for knowledge discovery, or as evidence for validating predictive theories and techniques. If made widely available, disparate sources of materials data also could be inventoried to identify gaps in available data and to limit redundancy in research efforts. To benefit from broadly accessible materials data, a culture of data sharing must accompany the construction of a modern materials data infrastructure that includes the software, hardware, and data standards necessary to enable discovery, access, and use of materials science and engineering data.

Driven by a diverse set of communities with unique and heterogeneous requirements, this data infrastructure should allow online access to materials data to provide information quickly and easily. A set of highly distributed repositories should be available to house, search, and curate materials data generated by both experiments and calculations. Community-developed standards should provide the format, metadata, data types, criteria for data inclusion and retirement, and protocols necessary for interoperability and seamless data transfer. This effort should include methods for capturing data, incorporating these methods into existing workflows, and developing and sharing workflows. This strategy requires a structured approach starting with the commissioning of path-finding efforts to identify the required architecture, standards, and policies needed to build a materials data infrastructure. Important to note is that many of the needed information technology solutions are available or under development; the strategy defined here leverages these technical advances and concentrates on applying them in the context of materials research.

AFRL, NIST, and NSF Announce Materials Science and Engineering Data Challenge Awardees

 
The Air Force Research Laboratory (AFRL), in partnership with the National Institute of Standards and Technology (NIST) and the National Science Foundation (NSF), have announced the winners of the Materials Science and Engineering Data Challenge.

Automatic Flow for Materials Discovery (AFLOW)

The AFLOW (Automatic-FLOW) is a multi-university-research-consortium aimed to develop, serve and maintain a plethora of online computational frameworks.

Joint Center for Artificial Photosynthesis (JCAP)

The Joint Center for Artificial Photosynthesis (JCAP) is a DOE Energy Innovation Hub.  One of its focus areas is accelerated discovery of materials that can use sunlight to generate hydrogen from water.  JCAP uses high-throughput experimentation to characterize promising materials, and maintains a publicly available, online database of materials characterized to date.

PRedictive Integrated Structural Materials Science (PRISMS) Center

At the PRISMS Center integration drives everything we do. Our science is integrated with our computational codes and with the results from our experimentalists who identify new phenomena and fill in missing details. Our Materials Commons repository allows groups to collaborate and share data and provide it to the broader technical community. And our computational software is seamlessly integrating the latest multi-length scale scientific software into open source codes.

Center for Hierarchical Materials Design (CHiMaD)

Center for Hierarchical Materials Design (CHiMaD) is a NIST-sponsored center of excellence for advanced materials research focusing on developing the next generation of computational tools, databases and experimental techniques in order to enable the accelerated design of novel materials and their integration to industry, one of the primary goals of the Obama administration’s Materials Genome Initiative (MGI).

The Materials Project

Harnessing the power of supercomputing and state of the art electronic structure methods, the Materials Project provides open web-based access to computed information on known and predicted materials as well as powerful analysis tools to inspire and design novel materials.

Center for Theoretical and Computational Materials Science (CTCMS)

Mission

The Center's mission is to support the Material Measurement Laboratory's mission in materials measurement and data delivery by:

  • developing, solving, and quantifying materials models using state-of-the-art computational approaches;
  • creating opportunities for collaboration where CTCMS can make a positive difference by virtue of its structure, focus, and people;
  • developing powerful new tools for materials theory and modeling and accelerating their integration into industrial research.

Materials Data Curation System

The NIST Materials Data Curation System (MDCS) provides a means for capturing, sharing, and transforming materials data into a structured format that is XML based amenable to transformation to other formats. The data are organized using user-selected templates encoded in XML Schema. These templates are used to create data entry forms. The documents are saved in a non-relational (NoSQL) database, namely MongoDB. The data can be searched and retrieved via several means: by a template-driven web-based form, by a SPARQL endpoint query, and by a RESTful API call.

Innovative methods to identify critical and/or strategic elements from unconventional domestic sources

Sourcing sufficient quantities of precursor chemicals at the appropriate purity can be a major challenge for scaling up production of advanced materials containing critical and/or strategic elements (many of which are imported). The USGS Minerals Program has been applying several innovative technologies for in-situ quantification of the amounts and forms of critical and/or strategic metals in potential domestic sources including historic ores, unconventional mineral deposits, and various types of solid and liquid waste streams.

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Navigate to Other Activities by Strategic Goal

Strategic Goal: Facilitate Access to Materials Data
Innovation in High Energy Diffraction Microscopy Adds New Insights to Material Deformation and Failure
Development and application of innovative methods for quantification of hexavalent chromium in soils
Data and Computational Tools for Advanced Materials Design: Structural Materials Applications - Cobalt Based Superalloys
Center of Materials in Extreme Dynamic Environments (CMEDE)
The Materials Project
Materials Data Curation System
Joint Center for Artificial Photosynthesis (JCAP)
Center for Hierarchical Materials Design (CHiMaD)
PRedictive Integrated Structural Materials Science (PRISMS) Center
Automatic Flow for Materials Discovery (AFLOW)
Center for Theoretical and Computational Materials Science (CTCMS)
DOE EERE Fuel Cell Technologies Office Database
AFRL, NIST, and NSF Announce Materials Science and Engineering Data Challenge Awardees
Innovative methods to identify critical and/or strategic elements from unconventional domestic sources
Strategic Goal: Enable a Paradigm Shift in Materials Development
Multidisciplinary University Research Initiative: Managing the Mosaic of Microstructure
The Materials Project
PRedictive Integrated Structural Materials Science (PRISMS) Center
The Nanoporous Materials Genome Center
AFRL, NIST, and NSF Announce Materials Science and Engineering Data Challenge Awardees
Center for Hierarchical Materials Design (CHiMaD)
The Brilliance of Diamonds
Center of Excellence on Integrated Materials Modeling (CEIMM)
The Center for Materials in Extreme Dynamic Environments (CMEDE)
Joint Center for Energy Storage Research (JCESR)
QMCPACK
Center of Materials in Extreme Dynamic Environments (CMEDE)
Strategic Goal: Integrate Experiments, Computation, and Theory
The Nanoporous Materials Genome Center
Rational Design of Advanced Polymeric Capacitor Films Multidisciplinary University Research Initiative (MURI)
Multidisciplinary University Research Initiative: Managing the Mosaic of Microstructure
PRedictive Integrated Structural Materials Science (PRISMS) Center
Center for Hierarchical Materials Design (CHiMaD)
QMCPACK
Innovation in High Energy Diffraction Microscopy Adds New Insights to Material Deformation and Failure
Center of Excellence on Integrated Materials Modeling (CEIMM)
Data and Computational Tools for Advanced Materials Design: Structural Materials Applications - Cobalt Based Superalloys
DOE EERE Fuel Cell Technologies Office Database
Center of Materials in Extreme Dynamic Environments (CMEDE)
The Center for Materials in Extreme Dynamic Environments (CMEDE)
Strategic Goal: Equip the Next-Generation Materials Workforce
Center of Excellence on Integrated Materials Modeling (CEIMM)
Center of Materials in Extreme Dynamic Environments (CMEDE)
Multidisciplinary University Research Initiative: Managing the Mosaic of Microstructure
Center for Hierarchical Materials Design (CHiMaD)
Rational Design of Advanced Polymeric Capacitor Films Multidisciplinary University Research Initiative (MURI)
Joint Center for Energy Storage Research (JCESR)
PRedictive Integrated Structural Materials Science (PRISMS) Center
Automatic Flow for Materials Discovery (AFLOW)
The Materials Project
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