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    title = "Sensitivity analysis of wall-modeled large-eddy simulation for separated turbulent flow",
    journal = "Journal of Computational Physics",
    year = "2024",
    url = "https://authors.library.caltech.edu/records/atanr-pmx51",
    id = "record",
    issn = "0021-9991",
    doi = "10.1016/j.jcp.2024.112948",
    volume = "506"
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    title = "Towards real-time reconstruction of velocity fluctuations in turbulent channel flow",
    journal = "Physical Review Fluids",
    year = "2023",
    url = "https://authors.library.caltech.edu/records/qfh54-kgd88",
    id = "record",
    issn = "2469-990X",
    doi = "10.1103/PhysRevFluids.8.064612",
    volume = "8"
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    title = "Large-Eddy Simulation of Flow over Boeing Gaussian Bump Using Multi-Agent Reinforcement Learning Wall Model",
    year = "2023",
    url = "https://authors.library.caltech.edu/records/5btd5-j2429",
    id = "record",
    isbn = "978-1-62410-704-7",
    doi = "10.2514/6.2023-3985"
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@article{https://resolver.caltech.edu/CaltechAUTHORS:20230605-334871000.18,
    title = "Machine learning building-block-flow wall model for large-eddy simulation",
    journal = "Journal of Fluid Mechanics",
    year = "2023",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20230605-334871000.18",
    id = "record",
    issn = "0022-1120",
    doi = "10.1017/jfm.2023.331",
    volume = "963"
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@article{https://resolver.caltech.edu/CaltechAUTHORS:20230602-251566000.18,
    title = "Log-law recovery through reinforcement-learning wall model for large eddy simulation",
    journal = "Physics of Fluids",
    year = "2023",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20230602-251566000.18",
    id = "record",
    issn = "1070-6631",
    doi = "10.1063/5.0147570",
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    title = "Wavelet-based resolvent analysis for statistically-stationary and temporally-evolving flows",
    year = "2023",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20230327-235358200",
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    title = "A sparsity-promoting resolvent analysis for the identification of spatiotemporally-localized amplification mechanisms",
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    url = "https://resolver.caltech.edu/CaltechAUTHORS:20230328-000129999",
    id = "record"
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    title = "AIAA SCITECH 2023 Forum",
    chapter = "Wavelet-based resolvent analysis for statistically-stationary and temporally-evolving flows",
    year = "2023",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20230327-902843000.16",
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    title = "AIAA SCITECH 2023 Forum",
    chapter = "A sparsity-promoting resolvent analysis for the identification of spatiotemporally-localized amplification mechanisms",
    year = "2023",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20230327-902835000.15",
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@article{https://resolver.caltech.edu/CaltechAUTHORS:20220722-768544000,
    title = "Local dynamic gradient Smagorinsky model for large-eddy simulation",
    journal = "Physical Review Fluids",
    year = "2022",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220722-768544000",
    id = "record",
    issn = "2469-990X",
    doi = "10.1103/physrevfluids.7.074604",
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@article{https://resolver.caltech.edu/CaltechAUTHORS:20220317-189733300,
    title = "Scientific multi-agent reinforcement learning for wall-models of turbulent flows",
    journal = "Nature Communications",
    year = "2022",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220317-189733300",
    id = "record",
    issn = "2041-1723",
    doi = "10.1038/s41467-022-28957-7",
    volume = "13",
    pmcid = "PMC8931082"
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@article{https://resolver.caltech.edu/CaltechAUTHORS:20210223-153658783,
    title = "Resolvent analysis of stratification effects on wall-bounded shear flows",
    journal = "Physical Review Fluids",
    year = "2021",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210223-153658783",
    id = "record",
    issn = "2469-990X",
    doi = "10.1103/PhysRevFluids.6.084804",
    volume = "6"
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@article{https://resolver.caltech.edu/CaltechAUTHORS:20210315-141739187,
    title = "Life cycle of streaks in the buffer layer of wall-bounded turbulence",
    journal = "Physical Review Fluids",
    year = "2021",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210315-141739187",
    id = "record",
    issn = "2469-990X",
    doi = "10.1103/PhysRevFluids.6.064603",
    volume = "6"
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@article{https://resolver.caltech.edu/CaltechAUTHORS:20191223-155902555,
    title = "Nonlinear mechanism of the self-sustaining process in the buffer and logarithmic layer of wall-bounded flows",
    journal = "Journal of Fluid Mechanics",
    year = "2021",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20191223-155902555",
    id = "record",
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    doi = "10.1017/jfm.2020.857",
    volume = "914"
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@other{https://resolver.caltech.edu/CaltechAUTHORS:20210504-092729293,
    title = "A nonlinear subgrid-scale model for large-eddy simulations of rotating turbulent flows",
    year = "2021",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210504-092729293",
    id = "record",
    doi = "10.48550/arXiv.1904.12748"
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    title = "Self-critical machine-learning wall-modeled LES for external aerodynamics",
    year = "2021",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210315-144531131",
    id = "record",
    doi = "10.48550/arXiv.2012.10005"
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@article{https://resolver.caltech.edu/CaltechAUTHORS:20210311-101157248,
    title = "Effect of Wall Boundary Conditions on a Wall-Modeled Large-Eddy Simulation in a Finite-Difference Framework",
    journal = "Fluids",
    year = "2021",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210311-101157248",
    id = "record",
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    doi = "10.3390/fluids6030112",
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@article{https://resolver.caltech.edu/CaltechAUTHORS:20200701-133438084,
    title = "Characterization of vortex regeneration mechanism in the self-sustaining process of wall-bounded flows using resolvent analysis",
    journal = "Journal of Physics Conference Series",
    year = "2020",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20200701-133438084",
    id = "record",
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    volume = "1522"
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@article{https://resolver.caltech.edu/CaltechAUTHORS:20200128-124558577,
    title = "Resolvent-based study of compressibility effects on supersonic turbulent boundary layers",
    journal = "Journal of Fluid Mechanics",
    year = "2020",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20200128-124558577",
    id = "record",
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    doi = "10.1017/jfm.2019.881",
    volume = "883"
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@article{https://resolver.caltech.edu/CaltechAUTHORS:20191120-001542074,
    title = "Causality of energy-containing eddies in wall turbulence",
    journal = "Journal of Fluid Mechanics",
    year = "2020",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20191120-001542074",
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    title = "AIAA Scitech 2020 Forum",
    chapter = "Studying the effect of wall cooling in supersonic boundary layer flow using resolvent analysis",
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    title = "Error scaling of large-eddy simulation in the outer region of wall-bounded turbulence",
    journal = "Journal of Computational Physics",
    year = "2019",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190507-111646634",
    id = "record",
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    title = "Characteristic scales of Townsend's wall-attached eddies",
    journal = "Journal of Fluid Mechanics",
    year = "2019",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190508-161433596",
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@article{https://resolver.caltech.edu/CaltechAUTHORS:20210315-154630091,
    title = "Dynamic slip wall model for large-eddy simulation",
    journal = "Journal of Fluid Mechanics",
    year = "2019",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210315-154630091",
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    title = "A minimal flow unit of the logarithmic layer in the absence of near-wall eddies and large scales",
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    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210315-113839281",
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@article{https://resolver.caltech.edu/CaltechAUTHORS:20210315-113239124,
    title = "Turbulence intensities in large-eddy simulation of wall-bounded flows",
    journal = "Physical Review Fluids",
    year = "2018",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210315-113239124",
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