Erik Andries
Center for Advanced Research Computing (CARC)
University of New Mexico (UNM)
  1. Research Synopsis and Brief Biography
  2. Publications
  3. Contact information

RESEARCH SYNOPSIS: My research lies at the intersection of chemometrics, applied spectroscopy and numerical linear algebra. I specialize in calibration transfer and maintenance (or domain adaptation) with a strong regularization emphasis. I am particularly interested in 1) the case when the secondary (or target) domain consists solely of unlabeled samples (i.e., unsupervised domain adaptation), and 2) incorporating chemical and spectroscopic prior knowledge as penalized least squares constraints. My research has been supported by the National Science Foundation (Chemical Measurement and Imaging Grant CHE-1506417; 2015-2019).


CURRENTLY, I wear many hats:
  1. Mathematics Instructor
    > Central New Mexico Community College (CNM)
    > Rio Rancho Campus
  2. Consultant
    > Spectroscopic Data Analysis and Chemometrics
    > Primarily biomedical start-ups in Albuquerque and San Francisco Bay areas
  3. Visiting Research Faculty, CARC @ UNM


PREVIOUSLY:
  1. Research Scientist, Inlight Solutions (non-invasive glucose sensing)
  2. Postdoc
    > UNM Department of Pathology (spatio-kinetic Monte-Carlo methods)
    > Sandia National Laboratories (biomolecular imaging)
  3. Ph.D., Applied Mathematics, University of New Mexico
    > Advisor: Thomas Hagstrom
    > Research Assistant: UNM Cancer Research Center

I am originally from New Orleans.
Waiting for the flood