Moosmueller, Caroline

J. Burton Linker Fellow, Assistant Professor
Phillips Hall 324K
919-962-1295
cmoosm@unc.edu
Website
Research Interests
Geometric data analysis, computational optimal transport, numerical analysis and approximation theory, applications in biology and medicine
Professional Background
B.Sc in Mathematics, University of Vienna (Austria), 2010; M.Sc in Mathematics, University of Vienna (Austria), 2013; Ph.D in Technical Mathematics, Graz University of Technology (Austria), 2017; Postdoc at Johns Hopkins University, 2017-2019; Visiting Assistant Professor, University of California, San Diego, 2019-2022; Assistant Professor, University of North Carolina at Chapel Hill, since 2022
Research Synopsis
Representative Publications
Linear optimal transport embedding: provable Wasserstein classification for certain rigid transformations and perturbations
C. Moosmueller, A. Cloninger,
Information and Inference: A Journal of the IMA, 12 (1), 363–389, 2023
Linear Optimal Transport Embedding: Provable Wasserstein classification for certain rigid transformations and perturbations
C. Moosmuller, A. Cloninger,
arXiv, arXiv:2008.09165, 2021
Molecular phenotyping using networks, diffusion, and topology: soft-tissue sarcoma
J. Mathews, M. Pouryahya, C. Moosmueller, I. G. Kevrekidis, J. Deasy, A. Tannenbaum,
Scientific Reports 9, 13982, 2019
C1 analysis of Hermite subdivision schemes on manifolds
C. Moosmueller,
SIAM Journal on Numerical Analysis 54 (5), 3003 – 3031, 2016