Shane A. McQuarrie

Publications

256

Citations

H-Index

2019

Active since

Affiliations

The University of Texas at Austin(Current)

Shane A. McQuarrie is an author at The University of Texas at Austin specializing in reduced order modeling, numerical analysis, and statistical inference.

ORCID

Top concepts

Numerical AnalysisStatistical InferenceReduced Order Modeling

Publications per year

2019–2023

Publications

Data‐driven reduced‐order models via regularised Operator Inference for a single‐injector combustion process

Shane A. McQuarrie, Cheng Huang, Karen Willcox · Journal of the Royal Society of New Zealand · 2021 · 121 citations · Full text

Bayesian operator inference for data-driven reduced-order modeling

Mengwu Guo, Shane A. McQuarrie, Karen Willcox · Computer Methods in Applied Mechanics and Engineering · 2022 · 41 citations · Full text

Bayesian Statistic, Reduced Order Modeling, Statistical Inference +2

Data Assimilation in Large-Prandtl Rayleigh-B\\'enard Convection from\n Thermal Measurements

Aseel Farhat, Nathan Glatt-Holtz, Vincent R. Martinez et al. · arXiv (Cornell University) · 2019 · 38 citations · Full text

Nonintrusive Reduced-Order Models for Parametric Partial Differential Equations via Data-Driven Operator Inference

Shane A. McQuarrie, Parisa Khodabakhshi, Karen Willcox · SIAM Journal on Scientific Computing · 2023 · 31 citations · Full text

Concurrent MultiParameter Learning Demonstrated on the Kuramoto--Sivashinsky Equation

Benjamin Pachev, Jared P. Whitehead, Shane A. McQuarrie · SIAM Journal on Scientific Computing · 2022 · 25 citations · Full text

Numerical Analysis, Nonlinear System Identification, Parameter Identification +9

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