Scholar
Elizabeth Qian
Google Scholar ID: jnHI7wQAAAAJ
Georgia Institute of Technology
Scientific machine learning
Model reduction
Multi-fidelity methods
Uncertainty quantification
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Citations & Impact
All-time
Citations
986
H-index
9
i10-index
9
Publications
20
Co-authors
31
list available
Publications
4 items
Sparse POD Mode Selection and Manifold Dimensionality Reduction with Neural Networks
2026
Cited
0
MAGPI: Multifidelity-Augmented Gaussian Process Inputs for Surrogate Modeling from Scarce Data
2026
Cited
0
Streaming Operator Inference for Model Reduction of Large-Scale Dynamical Systems
2026
Cited
0
Physics-Informed Machine Learning for Characterizing System Stability
2025
Cited
0
Co-authors
12 total
Karen Willcox
Oden Institute for Computational Engineering and Sciences, UT Austin
Boris Kramer
University of California San Diego
Anouck Girard
Professor of Robotics and Aerospace Engineering, University of Michigan
Andrew M Stuart
Computing + Mathematical Sciences, Caltech
Maarten de Hoop
Rice University
Daniel Zhengyu Huang (黄政宇)
Peking University / Caltech / Stanford
Daniel O'Malley
Los Alamos National Laboratory
Ionut-Gabriel Farcas
Assistant Professor, Department of Mathematics, Virginia Tech
