Fulfilling the Promise of the Materials Genome Initiative with High-Throughput Experimental Methodologies: Article No. 011105

Andriy Zakutayev, M. Green, C. Choi, J. Hattrick-Simpers, A. Joshi, I. Takeuchi, S. Barron, E. Campo, T. Chiang, S. Empedocles, J. Gregoire, A. Kusne, J. Martin, A. Mehta, K. Persson, Z. Trautt, J. Duren

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228 Scopus Citations

Abstract

The Materials Genome Initiative, a national effort to introduce new materials into the market faster and at lower cost, has made significant progress in computational simulation and modeling of materials. To build on this progress, a large amount of experimental data for validating these models, and informing more sophisticated ones, will be required. High-throughput experimentation generates large volumes of experimental data using combinatorial materials synthesis and rapid measurement techniques, making it an ideal experimental complement to bring the Materials Genome Initiative vision to fruition. This paper reviews the state-of-the-art results, opportunities, and challenges in high-throughput experimentation for materials design. A major conclusion is that an effort to deploy a federated network of high-throughput experimental (synthesis and characterization) tools, which are integrated with a modern materials data infrastructure, is needed.
Original languageAmerican English
Number of pages18
JournalApplied Physics Reviews
Volume4
Issue number1
DOIs
StatePublished - 2017

NREL Publication Number

  • NREL/JA-5K00-68391

Keywords

  • advanced materials
  • materials analysis
  • materials properties
  • semiconductor materials
  • stress strain relations

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