13 citations · 20 across the 13 of their papers we have counts for
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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…
cs.DL2021★ 13 cited
Sim2Ls: FAIR simulation workflows and data
Martin Hunt, Steven Clark, Daniel Mejia +2
Just like the scientific data they generate, simulation workflows for research should be findable, accessible, interoperable, and reusable (FAIR). However, while significant progre…