@article{https://resolver.caltech.edu/CaltechAUTHORS:20220726-996912000,
    title = "Multifidelity uncertainty quantification and model validation of large-scale multidisciplinary systems",
    journal = "Journal of Astronomical Telescopes, Instruments, and Systems",
    year = "2022",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220726-996912000",
    id = "record",
    issn = "2329-4124",
    doi = "10.1117/1.jatis.8.3.038001",
    volume = "8"
}


@article{https://resolver.caltech.edu/CaltechAUTHORS:20220426-43806400,
    title = "Model Reduction of Linear Dynamical Systems via Balancing for Bayesian Inference",
    journal = "Journal of Scientific Computing",
    year = "2022",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220426-43806400",
    id = "record",
    issn = "0885-7474",
    doi = "10.1007/s10915-022-01798-8",
    volume = "91"
}


@article{https://resolver.caltech.edu/CaltechAUTHORS:20220513-557886000,
    title = "Lift \& Learn: Physics-informed machine learning for large-scale nonlinear dynamical systems",
    journal = "Physica D",
    year = "2020",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220513-557886000",
    id = "record",
    issn = "0167-2789",
    doi = "10.1016/j.physd.2020.132401",
    volume = "406"
}


@article{https://resolver.caltech.edu/CaltechAUTHORS:20220624-673343300,
    title = "Multifidelity Monte Carlo Estimation of Variance and Sensitivity Indices",
    journal = "SIAM/ASA Journal on Uncertainty Quantification",
    year = "2018",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220624-673343300",
    id = "record",
    issn = "2166-2525",
    doi = "10.1137/17m1151006",
    volume = "6"
}


@article{https://resolver.caltech.edu/CaltechAUTHORS:20220713-96144000,
    title = "A Certified Trust Region Reduced Basis Approach to PDE-Constrained Optimization",
    journal = "SIAM Journal on Scientific Computing",
    year = "2017",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220713-96144000",
    id = "record",
    issn = "1064-8275",
    doi = "10.1137/16m1081981",
    volume = "39"
}


@article{https://resolver.caltech.edu/CaltechAUTHORS:20220513-557821000,
    title = "Towards scalable parallel-in-time turbulent flow simulations",
    journal = "Physics of Fluids",
    year = "2013",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220513-557821000",
    id = "record",
    issn = "1070-6631",
    doi = "10.1063/1.4819390",
    volume = "25"
}