17 citations · 27 across the 6 of their papers we have counts for
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cond-mat.mtrl-sci2020
The AFLOW Library of Crystallographic Prototypes: Part 3
David Hicks, Michael J. Mehl, Marco Esters +5
The AFLOW Library of Crystallographic Prototypes has been extended to include a total of 1,100 common crystal structural prototypes (510 new ones with Part 3), comprising all of th…
cond-mat.mtrl-sci2020
The Tin Pest Problem as a Test of Density Functionals Using High-Throughput Calculations
Michael J. Mehl, Mateo Ronquillo, David Hicks +7
At ambient pressure tin transforms from its ground-state semi-metal -Sn (diamond structure) phase to the compact metallic -Sn phase at 13C (286K). There may be a furt…
cond-mat.mtrl-sci2020
On-the-fly Closed-loop Autonomous Materials Discovery via Bayesian Active Learning
A. Gilad Kusne, Heshan Yu, Changming Wu +13
Active learning - the field of machine learning (ML) dedicated to optimal experiment design, has played a part in science as far back as the 18th century when Laplace used it to gu…