Elizabeth Qian

According to our database, Elizabeth Qian authored at least 9 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Multifidelity linear regression for scientific machine learning from scarce data.

Elizabeth Qian, Anirban Chaudhuri, Dayoung Kang, Vignesh Sella

CoRR, 2024

Energy-Preserving Reduced Operator Inference for Efficient Design and Control.

Tomoki Koike, Elizabeth Qian

CoRR, 2024

2022

Reduced Operator Inference for Nonlinear Partial Differential Equations.

Elizabeth Qian, Ionut-Gabriel Farcas, Karen Willcox

SIAM J. Sci. Comput., 2022

Model Reduction of Linear Dynamical Systems via Balancing for Bayesian Inference.

Elizabeth Qian, Jemima M. Tabeart, Christopher Beattie, Serkan Gugercin, Jiahua Jiang, Peter R. Kramer, Akil Narayan

J. Sci. Comput., 2022

The Cost-Accuracy Trade-Off In Operator Learning With Neural Networks.

Maarten V. de Hoop, Daniel Zhengyu Huang, Elizabeth Qian, Andrew M. Stuart

CoRR, 2022

2019

Lift & Learn: Physics-informed machine learning for large-scale nonlinear dynamical systems.

Elizabeth Qian, Boris Kramer, Benjamin Peherstorfer, Karen Willcox

CoRR, 2019

2018

Multifidelity Monte Carlo Estimation of Variance and Sensitivity Indices.

Elizabeth Qian, Benjamin Peherstorfer, Daniel O'Malley, Velimir V. Vesselinov, Karen Willcox

SIAM/ASA J. Uncertain. Quantification, 2018

2017

A Certified Trust Region Reduced Basis Approach to PDE-Constrained Optimization.

Elizabeth Qian, Martin A. Grepl, Karen Veroy, Karen Willcox

SIAM J. Sci. Comput., 2017

2010

Autonomous battery swapping system for small-scale helicopters.

Kart A. Swieringa, Clarence B. Hanson, Johnhenri R. Richardson, Jonathan D. White, Zahid Hasan, Elizabeth Qian, Anouck R. Girard

Proceedings of the IEEE International Conference on Robotics and Automation, 2010