Accelerated discovery of metallic glasses through iteration of machine learning and high-throughput experiments

DOI Web Site 11 Citations

Fang Ren

Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Menlo Park, CA 94025, USA.
Logan Ward

Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA.
Travis Williams

College of Engineering and Computing, University of South Carolina, Columbia, SC 29208, USA.
Kevin J. Laws

School of Materials Science and Engineering, UNSW, Sydney, New South Wales 2052, Australia.
Christopher Wolverton

Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA.
Jason Hattrick-Simpers

Materials for Energy and Sustainable Development Group, National Institute of Standards and Technology, MS 8520, Gaithersburg, MD 20899, USA.
Apurva Mehta

Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Menlo Park, CA 94025, USA.

Description

<jats:p>Coupling artificial intelligence with high-throughput experimentation accelerates discovery of amorphous alloys.</jats:p>

Science Advances

Science Advances 4 (4), eaaq1566-, 2018-04-06

American Association for the Advancement of Science (AAAS)