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Title: Materials Databases Infrastructure Constructed by First Principles Calculations: A Review

Abstract

The First Principles calculations, especially the calculation based on High-Throughput Density Functional Theory, have been widely accepted as the major tools in atom scale materials design. The emerging super computers, along with the powerful First Principles calculations, have accumulated hundreds of thousands of crystal and compound records. The exponential growing of computational materials information urges the development of the materials databases, which not only provide unlimited storage for the daily increasing data, but still keep the efficiency in data storage, management, query, presentation and manipulation. This review covers the most cutting edge materials databases in materials design, and their hot applications such as in fuel cells. By comparing the advantages and drawbacks of these high-throughput First Principles materials databases, the optimized computational framework can be identified to fit the needs of fuel cell applications. The further development of high-throughput DFT materials database, which in essence accelerates the materials innovation, is discussed in the summary as well.

Authors:
 [1]
  1. Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)
Publication Date:
Research Org.:
Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)
Sponsoring Org.:
USDOE
OSTI Identifier:
1223664
Grant/Contract Number:  
AC05-00OR22725
Resource Type:
Accepted Manuscript
Journal Name:
Materials Performance and Characterization (Online)
Additional Journal Information:
Journal Name: Materials Performance and Characterization (Online); Journal Volume: 4; Journal Issue: 1; Journal ID: ISSN 2165-3992
Publisher:
ASTM International
Country of Publication:
United States
Language:
English
Subject:
97 MATHEMATICS AND COMPUTING; 36 MATERIALS SCIENCE; materials database; first principles calculation; review

Citation Formats

Lin, Lianshan. Materials Databases Infrastructure Constructed by First Principles Calculations: A Review. United States: N. p., 2015. Web. doi:10.1520/MPC20150014.
Lin, Lianshan. Materials Databases Infrastructure Constructed by First Principles Calculations: A Review. United States. https://doi.org/10.1520/MPC20150014
Lin, Lianshan. Tue . "Materials Databases Infrastructure Constructed by First Principles Calculations: A Review". United States. https://doi.org/10.1520/MPC20150014. https://www.osti.gov/servlets/purl/1223664.
@article{osti_1223664,
title = {Materials Databases Infrastructure Constructed by First Principles Calculations: A Review},
author = {Lin, Lianshan},
abstractNote = {The First Principles calculations, especially the calculation based on High-Throughput Density Functional Theory, have been widely accepted as the major tools in atom scale materials design. The emerging super computers, along with the powerful First Principles calculations, have accumulated hundreds of thousands of crystal and compound records. The exponential growing of computational materials information urges the development of the materials databases, which not only provide unlimited storage for the daily increasing data, but still keep the efficiency in data storage, management, query, presentation and manipulation. This review covers the most cutting edge materials databases in materials design, and their hot applications such as in fuel cells. By comparing the advantages and drawbacks of these high-throughput First Principles materials databases, the optimized computational framework can be identified to fit the needs of fuel cell applications. The further development of high-throughput DFT materials database, which in essence accelerates the materials innovation, is discussed in the summary as well.},
doi = {10.1520/MPC20150014},
journal = {Materials Performance and Characterization (Online)},
number = 1,
volume = 4,
place = {United States},
year = {Tue Oct 13 00:00:00 EDT 2015},
month = {Tue Oct 13 00:00:00 EDT 2015}
}

Works referencing / citing this record:

Research Update: The materials genome initiative: Data sharing and the impact of collaborative ab initio databases
journal, March 2016

  • Jain, Anubhav; Persson, Kristin A.; Ceder, Gerbrand
  • APL Materials, Vol. 4, Issue 5
  • DOI: 10.1063/1.4944683

The 2019 materials by design roadmap
journal, October 2018

  • Alberi, Kirstin; Nardelli, Marco Buongiorno; Zakutayev, Andriy
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  • DOI: 10.1088/1361-6463/aad926