Liqian Peng | DeepAI

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Mykel J. Kochenderfer
144 publications
Freddie D. Witherden
14 publications
Jeremy Morton
9 publications
Kevin T. Carlberg
8 publications
Antony Jameson
3 publications
Zhe Bai
2 publications

research

∙ 06/17/2021

Non-intrusive Nonlinear Model Reduction via Machine Learning Approximations to Low-dimensional Operators

Although projection-based reduced-order models (ROMs) for parameterized ...

0 Zhe Bai, et al. ∙

research

∙ 12/01/2018

Recovering missing CFD data for high-order discretizations using deep neural networks and dynamics learning

Data I/O poses a significant bottleneck in large-scale CFD simulations; ...

0 Kevin T. Carlberg, et al. ∙