Shane A. McQuarrie | DeepAI

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Featured Co-authors

Karen Willcox
15 publications
Mengwu Guo
9 publications
Karen E. Willcox
9 publications
Cheng Huang
7 publications
Jared P. Whitehead
2 publications
Benjamin Pachev
2 publications
Parisa Khodabakhshi
1 publication

research

∙ 04/22/2022

Bayesian operator inference for data-driven reduced-order modeling

This work proposes a Bayesian inference method for the reduced-order mod...

0 Mengwu Guo, et al. ∙

research

∙ 10/14/2021

Non-intrusive reduced-order models for parametric partial differential equations via data-driven operator inference

This work formulates a new approach to reduced modeling of parameterized...

0 Shane A. McQuarrie, et al. ∙

research

∙ 06/10/2021

Concurrent multi-parameter learning demonstrated on the Kuramoto-Sivashinsky equation

We develop an algorithm for the concurrent (on-the-fly) estimation of pa...

0 Benjamin Pachev, et al. ∙

research

∙ 08/06/2020

Data-driven reduced-order models via regularized operator inference for a single-injector combustion process

This paper derives predictive reduced-order models for rocket engine com...

0 Shane A. McQuarrie, et al. ∙