Los Alamos National Laboratory

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Natalie Elizabeth Klein

Natalie Klein

Email
Phone (505) 665-7433

Capabilities

  • Computational Physics and Applied Mathematics
  • Statistics
  • Uncertainty quantification
  • Information Science and Technology
  • Machine Learning
  • Real and artificial neural systems

Expertise

  • Statistical modeling
  • Signal processing
  • Graphical models
  • Machine learning

Education

PhD, Statistics and Machine Learning, Carnegie Mellon University, 2019

MS, Statistics, Carnegie Mellon University, 2015

BS, Mathematics, University of New Mexico, 2009

 

LANL Positions

Scientist, Statistical Sciences Group (CCS-6), 2019-present

 

Professional Societies

American Statistical Association

 

Publications

Klein, N., Orellana, J., Brincat, S., Miller, E.K., Kass, R.E. (in press). Torus graphs for multivariate phase coupling analysis. Annals of Applied Statistics.


Rodu, J., Klein, N., Brincat, S. L., Miller, E. K., & Kass, R. E. (2018). Detecting multivariate cross-correlation between brain regions. Journal of Neurophysiology, 120(4), 1962-1972.

Marek, S., Tervo-Clemmens, B., Klein, N., Foran, W., Ghuman, A. S., & Luna, B. (2018). Adolescent development of cortical oscillations: Power, phase, and support of cognitive maturation. PLoS Biology, 16(11), e2004188.

 
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