Fulfilling the promise of the materials genome ini
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Posted On: 09/18/2017 6:50:05 PM
Fulfilling the promise of the materials genome initiative with high-throughput
experimental methodologies, 2017, 19p http://perssongroup.lbl.gov/papers/green-2017...ng-mgi.pdf
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. VC 2017
Writers are heavy hitters:
M. L. Green,1,a) C. L. Choi,2 J. R. Hattrick-Simpers,1 A. M. Joshi,3 I. Takeuchi,4 S. C. Barron,5 E. Campo,6 T. Chiang,7 S. Empedocles,8 J. M. Gregoire,9 A. G. Kusne,1 J. Martin,1 A. Mehta,10 K. Persson,11 Z. Trautt,1 J. Van Duren,7 and A. Zakutayev12
1
National Institute of Standards and Technology (NIST) , Gaithersburg, Maryland 20899, USA
2
Google, Mountain View, California 94043, USA
3
Applied Materials, Inc. , Santa Clara, California 95054, USA
4
Department of Materials Science and Engineering, University of Maryland, College Park, Maryland 20742, USA
5
Charles Stark Draper Laboratory, Cambridge , Massachusetts 02139, USA
6
School of Electronic Engineering, Bangor University , Gwynedd LL57 2DG, United Kingdom
7
Intermolecular, Inc ., San Jose, California 95134, USA
8
Clark Street Associates , Palo Alto, California 94301, USA
9
Joint Center for Artificial Photosynthesis (JCAP ), Pasadena, California 91125, USA
10
SLAC National Accelerator Laboratory, Menlo Park, California 94025, USA
11
Lawrence Berkeley National Laboratory, Berkeley, California 94720, USA
12
National Renewable Energy Laboratory (NREL), Golden, Colorado 80401, USA
http://perssongroup.lbl.gov/papers/green-2017...ng-mgi.pdf
experimental methodologies, 2017, 19p http://perssongroup.lbl.gov/papers/green-2017...ng-mgi.pdf
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. VC 2017
Writers are heavy hitters:
M. L. Green,1,a) C. L. Choi,2 J. R. Hattrick-Simpers,1 A. M. Joshi,3 I. Takeuchi,4 S. C. Barron,5 E. Campo,6 T. Chiang,7 S. Empedocles,8 J. M. Gregoire,9 A. G. Kusne,1 J. Martin,1 A. Mehta,10 K. Persson,11 Z. Trautt,1 J. Van Duren,7 and A. Zakutayev12
1
National Institute of Standards and Technology (NIST) , Gaithersburg, Maryland 20899, USA
2
Google, Mountain View, California 94043, USA
3
Applied Materials, Inc. , Santa Clara, California 95054, USA
4
Department of Materials Science and Engineering, University of Maryland, College Park, Maryland 20742, USA
5
Charles Stark Draper Laboratory, Cambridge , Massachusetts 02139, USA
6
School of Electronic Engineering, Bangor University , Gwynedd LL57 2DG, United Kingdom
7
Intermolecular, Inc ., San Jose, California 95134, USA
8
Clark Street Associates , Palo Alto, California 94301, USA
9
Joint Center for Artificial Photosynthesis (JCAP ), Pasadena, California 91125, USA
10
SLAC National Accelerator Laboratory, Menlo Park, California 94025, USA
11
Lawrence Berkeley National Laboratory, Berkeley, California 94720, USA
12
National Renewable Energy Laboratory (NREL), Golden, Colorado 80401, USA
http://perssongroup.lbl.gov/papers/green-2017...ng-mgi.pdf
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