Takip et
Elizabeth Qian
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
Lift & learn: Physics-informed machine learning for large-scale nonlinear dynamical systems
E Qian, B Kramer, B Peherstorfer, K Willcox
Physica D: Nonlinear Phenomena 406, 132401, 2020
3032020
Autonomous battery swapping system for small-scale helicopters
KA Swieringa, CB Hanson, JR Richardson, JD White, Z Hasan, E Qian, ...
2010 IEEE international conference on robotics and automation, 3335-3340, 2010
1462010
Multifidelity Monte Carlo estimation of variance and sensitivity indices
E Qian, B Peherstorfer, D O'Malley, V Vesselinov, K Willcox
SIAM/ASA Journal on Uncertainty Quantification 6 (2), 683–706, 2018
882018
The cost-accuracy trade-off in operator learning with neural networks
MV de Hoop, DZ Huang, E Qian, AM Stuart
arXiv preprint arXiv:2203.13181, 2022
822022
A certified trust region reduced basis approach to PDE-constrained optimization
E Qian, M Grepl, K Veroy, K Willcox
SIAM J. Sci. Comput. 39 (5), S434–S460, 2017
772017
Reduced operator inference for nonlinear partial differential equations
E Qian, IG Farcas, K Willcox
SIAM Journal on Scientific Computing 44 (4), A1934-A1959, 2022
432022
Transform & Learn: A data-driven approach to nonlinear model reduction
E Qian, B Kramer, AN Marques, KE Willcox
AIAA Aviation 2019 Forum, 2019
322019
Towards scalable parallel-in-time turbulent flow simulations
Q Wang, SA Gomez, PJ Blonigan, AL Gregory, EY Qian
Physics of Fluids 25 (11), 2013
272013
A scientific machine learning approach to learning reduced models for nonlinear partial differential equations
EY Qian
Massachusetts Institute of Technology, 2021
92021
Multifidelity uncertainty quantification and model validation of large-scale multidisciplinary systems
G Cataldo, E Qian, J Auclair
Journal of Astronomical Telescopes, Instruments, and Systems 8 (3), 038001 …, 2022
82022
Model reduction of linear dynamical systems via balancing for Bayesian inference
E Qian, JM Tabeart, C Beattie, S Gugercin, J Jiang, PR Kramer, ...
Journal of Scientific Computing 91 (1), 29, 2022
52022
TERSat: trapped energetic radiation satellite
EB Clements, B Alvisio, A Babuscia, ZJ Casas, BG Coffee, SA Giblin, ...
42012
Energy-Preserving Reduced Operator Inference for Efficient Design and Control
T Koike, E Qian
AIAA SCITECH 2024 Forum, 1012, 2024
32024
Multifidelity linear regression for scientific machine learning from scarce data
E Qian, D Kang, V Sella, A Chaudhuri
arXiv preprint arXiv:2403.08627, 2024
12024
The Fundamental Subspaces of Ensemble Kalman Inversion
E Qian, C Beattie
arXiv preprint arXiv:2409.08862, 2024
2024
Inference‐Oriented Balanced Truncation for Quadratic Dynamical Systems: Formulation for Bayesian Smoothing and Model Stability Analysis
MA Freitag, J König, E Qian
PAMM, e202400051, 2024
2024
A certified reduced basis approach to PDE-constrained optimization
EY Qian
Massachusetts Institute of Technology, 2017
2017
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