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J. Nathan Kutz
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J. Nathan Kutz13 visible / 13 total nodes / 12 links

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AuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipJ. Nathan KutzAJ. Nathan KutzResearcherCTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion ModelsWCTF4Nuclear: Common Tas...preprint / 2026Multi-Resolution Dynamic Mode DecompositionWMulti-Resolution Dynami...preprint / 2015Koopman Theory for Partial Differential EquationsWKoopman Theory for Part...preprint / 2016A toolkit for data-driven discovery of governing equations in high-noise regimesWA toolkit for data-driv...preprint / 2021Transitions between peace and systemic war as bifurcations in a signed network dynamical systemWTransitions between pea...preprint / 2022Data-driven discovery of governing equations for coarse-grained heterogeneous network dynamicsWData-driven discovery o...preprint / 2022Ensemble-SINDy: Robust sparse model discovery in the low-data, high-noise limit, with active learning and controlWEnsemble-SINDy: Robust ...preprint / 2021Solving nonlinear ordinary differential equations using the invariant manifolds and Koopman eigenfunctionsWSolving nonlinear ordin...preprint / 2022Data-driven discovery of Koopman eigenfunctions for controlWData-driven discovery o...preprint / 2021Numerical differentiation of noisy data: A unifying multi-objective optimization frameworkWNumerical differentiati...preprint / 2020Data-Driven Aerospace Engineering: Reframing the Industry with Machine LearningWData-Driven Aerospace E...preprint / 2020Hierarchical Deep Learning of Multiscale Differential Equation Time-SteppersWHierarchical Deep Learn...preprint / 2020
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J. Nathan Kutz

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PaperCTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion ModelsAuthorship / preprint / 2026PaperMulti-Resolution Dynamic Mode DecompositionAuthorship / preprint / 2015PaperKoopman Theory for Partial Differential EquationsAuthorship / preprint / 2016PaperA toolkit for data-driven discovery of governing equations in high-noise regimesAuthorship / preprint / 2021PaperTransitions between peace and systemic war as bifurcations in a signed network dynamical systemAuthorship / preprint / 2022PaperData-driven discovery of governing equations for coarse-grained heterogeneous network dynamicsAuthorship / preprint / 2022PaperEnsemble-SINDy: Robust sparse model discovery in the low-data, high-noise limit, with active learning and controlAuthorship / preprint / 2021PaperSolving nonlinear ordinary differential equations using the invariant manifolds and Koopman eigenfunctionsAuthorship / preprint / 2022

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