TY - JOUR
T1 - An Inter-Laboratory Study of Zn-Sn-Ti-O Thin Films using High-Throughput Experimental Methods
AU - Zakutayev, Andriy
AU - Phillips, Caleb
AU - Hattrick-Simpers, Jason
AU - Barron, Sara
AU - Trautt, Zachary
AU - Nguyen, Nam
AU - Choudhary, Kamal
AU - DeCost, Brian
AU - Kusne, A.
AU - Yi, Feng
AU - Mehta, Apurva
AU - Takeuchi, Ichiro
AU - Green, Martin
AU - Perkins, John
N1 - Publisher Copyright:
© 2019 American Chemical Society.
PY - 2019/5/13
Y1 - 2019/5/13
N2 - High-throughput experimental (HTE) techniques are an increasingly important way to accelerate the rate of materials research and development for many technological applications. However, there are very few publications on the reproducibility of the HTE results obtained across different laboratories for the same materials system, and on the associated sample and data exchange standards. Here, we report a comparative study of Zn-Sn-Ti-O thin films materials using high-throughput experimental methods at National Institute of Standards and Technology (NIST) and National Renewable Energy Laboratory (NREL). The thin film sample libraries were synthesized by combinatorial physical vapor deposition (cosputtering and pulsed laser deposition) and characterized by spatially resolved techniques for composition, structure, thickness, optical, and electrical properties. The results of this study indicate that all these measurement techniques performed at two different laboratories show excellent qualitative agreement. The quantitative similarities and differences vary by measurement type, with 95% confidence interval of 0.1-0.2 eV for the band gap, 24-29 nm for film thickness, and 0.08 to 0.37 orders of magnitude for sheet resistance. Overall, this work serves as a case study for the feasibility of a High-Throughput Experimental Materials Collaboratory (HTE-MC) by demonstrating the exchange of high-throughput sample libraries, workflows, and data.
AB - High-throughput experimental (HTE) techniques are an increasingly important way to accelerate the rate of materials research and development for many technological applications. However, there are very few publications on the reproducibility of the HTE results obtained across different laboratories for the same materials system, and on the associated sample and data exchange standards. Here, we report a comparative study of Zn-Sn-Ti-O thin films materials using high-throughput experimental methods at National Institute of Standards and Technology (NIST) and National Renewable Energy Laboratory (NREL). The thin film sample libraries were synthesized by combinatorial physical vapor deposition (cosputtering and pulsed laser deposition) and characterized by spatially resolved techniques for composition, structure, thickness, optical, and electrical properties. The results of this study indicate that all these measurement techniques performed at two different laboratories show excellent qualitative agreement. The quantitative similarities and differences vary by measurement type, with 95% confidence interval of 0.1-0.2 eV for the band gap, 24-29 nm for film thickness, and 0.08 to 0.37 orders of magnitude for sheet resistance. Overall, this work serves as a case study for the feasibility of a High-Throughput Experimental Materials Collaboratory (HTE-MC) by demonstrating the exchange of high-throughput sample libraries, workflows, and data.
KW - collaboration
KW - data exchange
KW - high throughput
KW - interlaboratory
KW - thin-film sample libraries
UR - http://www.scopus.com/inward/record.url?scp=85065673978&partnerID=8YFLogxK
U2 - 10.1021/acscombsci.8b00158
DO - 10.1021/acscombsci.8b00158
M3 - Article
C2 - 30888788
AN - SCOPUS:85065673978
SN - 2156-8952
VL - 21
SP - 350
EP - 361
JO - ACS Combinatorial Science
JF - ACS Combinatorial Science
IS - 5
ER -