Elizabeth Qian
Scholar

Elizabeth Qian

Google Scholar ID: jnHI7wQAAAAJ
Georgia Institute of Technology
Scientific machine learningModel reductionMulti-fidelity methodsUncertainty quantification
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Citations & Impact
All-time
Citations
986
 
H-index
9
 
i10-index
9
 
Publications
20
 
Co-authors
31
list available
Contact
No contact links provided.
Publications
3 items
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
Resume (English only)
Co-authors
31 total
Karen Willcox
Karen Willcox
Oden Institute for Computational Engineering and Sciences, UT Austin
Co-author 2
Co-author 2
Boris Kramer
Boris Kramer
University of California San Diego
Co-author 4
Co-author 4
Anouck Girard
Anouck Girard
Professor of Robotics and Aerospace Engineering, University of Michigan
Andrew M Stuart
Andrew M Stuart
Computing + Mathematical Sciences, Caltech
Maarten de Hoop
Maarten de Hoop
Rice University
Daniel Zhengyu Huang (黄政宇)
Daniel Zhengyu Huang (黄政宇)
Peking University / Caltech / Stanford