3 papers
cond-mat.mtrl-sci2021
Materials Fingerprinting Classification
Adam Spannaus, Kody J. H. Law, Piotr Luszczek +6
Significant progress in many classes of materials could be made with the availability of experimentally-derived large datasets composed of atomic identities and three-dimensional c…
stat.AP2018
Bayesian Point Set Registration
Adam Spannaus, Vasileios Maroulas, David J. Keffer +1
Point set registration involves identifying a smooth invertible transformation between corresponding points in two point sets, one of which may be smaller than the other and possib…
stat.ML2018
A Stable Cardinality Distance for Topological Classification
Vasileios Maroulas, Cassie Putman Micucci, Adam Spannaus
This work incorporates topological features via persistence diagrams to classify point cloud data arising from materials science. Persistence diagrams are multisets summarizing the…