238 citations · 334 across the 2 of their papers we have counts for
2 papers
cond-mat.mtrl-sci2013★ 96 cited
Cluster expansion made easy with Bayesian compressive sensing
Lance J Nelson, Vidvuds Ozolins, Shane Reese +2
Long-standing challenges in cluster expansion (CE) construction include choosing how to truncate the expansion and which crystal structures to use for training. Compressive sensing…
cond-mat.mtrl-sci2012★ 238 cited
Compressive sensing as a new paradigm for model building
Lance J. Nelson, Fei Zhou, Gus L. W. Hart +1
The widely-accepted intuition that the important properties of solids are determined by a few key variables underpins many methods in physics. Though this reductionist paradigm is…