Andrey A. Popov
Scholar

Andrey A. Popov

Google Scholar ID: G0nqXfoAAAAJ
Assistant Professor, Information and Computer Sciences, University of Hawaiʻi at Mānoa
Data AssimilationMachine LearningReduced Order ModelingData FusionDigital Twins
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Citations & Impact
All-time
Citations
384
 
H-index
11
 
i10-index
13
 
Publications
20
 
Co-authors
17
list available
Contact
Emailapopov@hawaii.eduCVOpen ↗GitHubOpen ↗
Publications
7 items
Pose Tracking with a Foundation Pose Model and an Ensemble Directional Kalman Filter
2026
Cited
0
Learning Discriminators for Resampling in the Ensemble Gaussian Mixture Filter through a Normalizing Flow Approach
2026
Cited
0
Learning to Trust AI and Data-driven models in Data Assimilation through a Multifidelity Ensemble Gaussian Mixture Filter Framework
2026
Cited
0
A divide and conquer strategy for multinomial particle filter resampling
2026
Cited
0
Ensemble based Closed-Loop Optimal Control using Physics-Informed Neural Networks
2025
Cited
0
Downscaling human mobility data based on demographic socioeconomic and commuting characteristics using interpretable machine learning methods
2025
Cited
0
A copula-based rank histogram ensemble filter
2025
Cited
0
Resume (English only)
Co-authors
17 total
Adrian Sandu
Adrian Sandu
Professor of Computer Science, Virginia Tech
Renato Zanetti
Renato Zanetti
The University of Texas at Austin
Arash Sarshar
Arash Sarshar
Assistant Professor at California State University, Long Beach
Co-author 4
Co-author 4
Amit N Subrahmanya
Amit N Subrahmanya
Postdoctoral Appointee, Argonne National Laboratory
Co-author 6
Co-author 6
Steven Byram Roberts
Steven Byram Roberts
Applied Mathematician, LLNL
Dalton Durant
Dalton Durant
University of Texas at Austin