Shane A. McQuarrie shanemcq18

Recent Research Articles

Bayesian learning with Gaussian processes for low-dimensional representations of time-dependent nonlinear systems (Preprint)

BibTex

@misc{mcquarrie2024gpbayesopinf,
title = {Bayesian learning with {G}aussian processes for low-dimensional representations of time-dependent nonlinear systems},
author = {Shane A. McQuarrie and Anirban Chaudhuri and Karen E. Willcox and Mengwu Guo},
year = {2024},
eprint = {2408.03455},
archivePrefix = {arXiv},
}

Data-driven parametric reduced-order models: Operator inference for reactive flow applications (Dissertation)

BibTex

@phdthesis{mcquarrie2023thesis,
title = {Data-driven parametric reduced-order models: {O}perator inference for reactive flow applications},
author = {Shane A. McQuarrie},
year = {2023},
doi = {10.26153/tsw/50172},
school = {The University of Texas at Austin},
}

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

BibTeX

@article{mcquarrie2023popinf,
title = {Non-intrusive reduced-order models for parametric partial differential equations via data-driven operator inference},
author = {McQuarrie, Shane A. and Khodabakhshi, Parisa and Willcox, Karen E.},
journal = {SIAM Journal on Scientific Computing},
volume = {45},
number = {4},
pages = {A1917-A1946},
year = {2023},
doi = {10.1137/21M1452810},
}

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Shane A. McQuarrie shanemcq18

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