Elizabeth Qian

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 10

Top Topics

Constrained Optimization

Dynamical Systems

Bayesian Inference

Nonlinear Partial Differential Equations

Top Venues

SIAM J. Sci. Comput.

SIAM/ASA J. Uncertain. Quantification

J. Sci. Comput.

Publications

Elizabeth Qian, Anirban Chaudhuri, Dayoung Kang, Vignesh Sella
Multifidelity linear regression for scientific machine learning from scarce data. CoRR (2024)
Tomoki Koike, Elizabeth Qian
Energy-Preserving Reduced Operator Inference for Efficient Design and Control. CoRR (2024)
Elizabeth Qian, Ionut-Gabriel Farcas, Karen Willcox
Reduced Operator Inference for Nonlinear Partial Differential Equations. SIAM J. Sci. Comput. 44 (4) (2022)
Elizabeth Qian, Jemima M. Tabeart, Christopher Beattie, Serkan Gugercin, Jiahua Jiang, Peter R. Kramer, Akil Narayan
Model Reduction of Linear Dynamical Systems via Balancing for Bayesian Inference. J. Sci. Comput. 91 (1) (2022)
Maarten V. de Hoop, Daniel Zhengyu Huang, Elizabeth Qian, Andrew M. Stuart
The Cost-Accuracy Trade-Off In Operator Learning With Neural Networks. CoRR (2022)
Elizabeth Qian, Jemima M. Tabeart, Christopher Beattie, Serkan Gugercin, Jiahua Jiang, Peter R. Kramer, Akil Narayan
Model Reduction of Linear Dynamical Systems via Balancing for Bayesian Inference. CoRR (2021)
Elizabeth Qian, Ionut-Gabriel Farcas, Karen Willcox
Reduced operator inference for nonlinear partial differential equations. CoRR (2021)
Elizabeth Qian, Boris Kramer, Benjamin Peherstorfer, Karen Willcox
Lift & Learn: Physics-informed machine learning for large-scale nonlinear dynamical systems. CoRR (2019)
Elizabeth Qian, Benjamin Peherstorfer, Daniel O'Malley, Velimir V. Vesselinov, Karen Willcox
Multifidelity Monte Carlo Estimation of Variance and Sensitivity Indices. SIAM/ASA J. Uncertain. Quantification 6 (2) (2018)
Elizabeth Qian, Martin A. Grepl, Karen Veroy, Karen Willcox
A Certified Trust Region Reduced Basis Approach to PDE-Constrained Optimization. SIAM J. Sci. Comput. 39 (5) (2017)
Kart A. Swieringa, Clarence B. Hanson, Johnhenri R. Richardson, Jonathan D. White, Zahid Hasan, Elizabeth Qian, Anouck R. Girard
Autonomous battery swapping system for small-scale helicopters. ICRA (2010)