2 papers
cond-mat.mtrl-sci2021
Active learning and molecular dynamics simulations to find high melting temperature alloys
David E. Farache, Juan C. Verduzco, Zachary D. McClure +2
Active learning (AL) can drastically accelerate materials discovery; its power has been shown in various classes of materials and target properties. Prior efforts have used machine…
cond-mat.mtrl-sci2020
Expanding materials selection via transfer learning for high-temperature oxide selection
Zachary D. McClure, Alejandro H. Strachan
Materials with higher operating temperatures than today's state of the art can improve system performance in several applications and enable new technologies. Under most scenarios,…