401 citations · 2.8k across the 29 of their papers we have counts for
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math.NA2013★ 210 cited
Compressed Modes for Variational Problems in Mathematics and Physics
Vidvuds Ozoliņš, Rongjie Lai, Russel Caflisch +1
This paper describes a general formalism for obtaining localized solutions to a class of problems in mathematical physics, which can be recast as variational optimization problems.…
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…