Andrey Anatoliyevich Popov
Postdoctoral Fellow Oden Institute
Biography
Andrey obtained his Ph.D. in Computer Science from Virginia Tech (VT), and his B.S. in Mathematics from Rensselaer Polytechnic Institute (RPI). During the course of his Ph.D., Andrey has worked on ensemble filtering techniques including work with multifidelity data assimilation and with covariance shrinkage. He has also worked on extending and applying non-linear dimensionality reduction techniques to constructing efficient reduced order models for use in scientific applications. Andrey's other interests include data-driven science, knowledge-guided machine learning, and time integration.