Concepedia
Statistics
Publications
7
Citations
568
H-Index
Active since
2010
Affiliations
Massachusetts Institute of Technology(Current)
The University of Texas at Austin
American Institute of Aeronautics and Astronautics
Elizabeth Qian is an author at Massachusetts Institute of Technology specializing in computing, computer science, and machine learning.
Publications per year
2010–2022
Lift & Learn: Physics-informed machine learning for large-scale nonlinear dynamical systems
Elizabeth Qian, Boris Krämer, Benjamin Peherstorfer et al. · Physica D Nonlinear Phenomena · 2020 · 264 citations · Full text
Computing, Computer Science, Physics +14
Autonomous battery swapping system for small-scale helicopters
Kurt A. Swieringa, Clarence B. Hanson, Johnhenri R. Richardson et al. · 2010 · 105 citations
Engineering, Aerospace Engineering, Autonomous Systems +17
A Certified Trust Region Reduced Basis Approach to PDE-Constrained Optimization
Elizabeth Qian, Martin Grepl, Karen Veroy et al. · SIAM Journal on Scientific Computing · 2017 · 58 citations
Computing, Computational Engineering, Mathematics +17
The Cost-Accuracy Trade-Off in Operator Learning with Neural Networks
Maarten V. de Hoop, Daniel Zhengyu Huang, Elizabeth Qian et al. · Journal of Machine Learning · 2022 · 48 citations · Full text
Computing, Computer Science, Artificial Intelligence +11
Reduced Operator Inference for Nonlinear Partial Differential Equations
Elizabeth Qian, Ionuț-Gabriel Farcaș, Karen Willcox · SIAM Journal on Scientific Computing · 2022 · 44 citations
Computing, Computational Engineering, Computer Science +17
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