56 citations · 81 across the 10 of their papers we have counts for
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cs.LG2023★ 2 cited
Learning material synthesis-process-structure-property relationship by data fusion: Bayesian Coregionalization N-Dimensional Piecewise Function Learning
A. Gilad Kusne, Austin McDannald, Brian DeCost
Autonomous materials research labs require the ability to combine and learn from diverse data streams. This is especially true for learning material synthesis-process-structure-pro…
cond-mat.mtrl-sci2023★ 2 cited
Human-In-the-Loop for Bayesian Autonomous Materials Phase Mapping
Felix Adams, Austin McDannald, Ichiro Takeuchi +1
Autonomous experimentation (AE) combines machine learning and research hardware automation in a closed loop, guiding subsequent experiments toward user goals. As applied to materia…