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Steven L. Brunton
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Steven L. Brunton24 visible / 24 total nodes / 80 links

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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipSteven L. BruntonASteven L. BruntonResearcherAeroJEPA: Learning Semantic Latent Representations for Scalable 3D Aerodynamic Field ModelingWAeroJEPA: Learning Sema...preprint / 2026Francisco GiralAFrancisco GiralResearcherAbhijeet VishwasraoAAbhijeet VishwasraoResearcherAndrea Arroyo RamoAAndrea Arroyo RamoResearcherMahmoud GolestanianAMahmoud GolestanianResearcherFederica TontiAFederica TontiResearcherAdrian Lozano-DuranAAdrian Lozano-DuranResearcherSergio HoyasASergio HoyasResearcherHector GomezAHector GomezResearcherSoledad Le ClaincheASoledad Le ClaincheResearcherRicardo VinuesaARicardo VinuesaResearcherData-Driven Aerospace Engineering: Reframing the Industry with Machine LearningWData-Driven Aerospace E...preprint / 2020Stirring faces: mixing in a quiescent fluidWStirring faces: mixing ...preprint / 2012Compressive sampling and dynamic mode decompositionWCompressive sampling an...preprint / 2013State-space model identification and feedback control of unsteady aerodynamic forcesWState-space model ident...preprint / 2014Compressive sensing and low-rank libraries for classification of bifurcation regimes in nonlinear dynamical systemsWCompressive sensing and...preprint / 2013Discovering governing equations from data: Sparse identification of nonlinear dynamical systemsWDiscovering governing e...preprint / 2015Koopman invariant subspaces and finite linear representations of nonlinear dynamical systems for controlWKoopman invariant subsp...preprint / 2015Sparse Identification of Nonlinear Dynamics with Control (SINDYc)WSparse Identification o...preprint / 2016Machine LearningTMachine Learning49008 worksNeural Implicit Flow: a mesh-agnostic dimensionality reduction paradigm of spatio-temporal dataWNeural Implicit Flow: a...preprint / 2023On the role of nonlinear correlations in reduced-order modelingWOn the role of nonlinea...preprint / 2021Swarm Modelling with Dynamic Mode DecompositionWSwarm Modelling with Dy...preprint / 2022
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Steven L. Brunton

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PersonFrancisco GiralCo-authorship / ResearcherPersonAbhijeet VishwasraoCo-authorship / ResearcherPersonAndrea Arroyo RamoCo-authorship / ResearcherPersonMahmoud GolestanianCo-authorship / ResearcherPersonFederica TontiCo-authorship / ResearcherPersonAdrian Lozano-DuranCo-authorship / ResearcherPersonSergio HoyasCo-authorship / ResearcherPersonHector GomezCo-authorship / Researcher

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