Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences
Open AccessResearch articles

Kernel learning for robust dynamic mode decomposition: linear and nonlinear disambiguation optimization

Peter J. Baddoo

Peter J. Baddoo

Department of Mathematics, Massachusetts Institute of Technology, Cambridge, MA 02139, USA

[email protected]

Contribution: Conceptualization, Formal analysis, Investigation, Methodology, Visualization, Writing – original draft, Writing – review & editing

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Benjamin Herrmann

Benjamin Herrmann

Department of Mechanical Engineering, University of Chile, Beauchef 851, Santiago, Chile

Contribution: Methodology, Writing – original draft, Writing – review & editing

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Beverley J. McKeon

Beverley J. McKeon

Graduate Aerospace Laboratories, California Institute of Technology, Pasadena, CA 91125, USA

Contribution: Conceptualization, Funding acquisition, Supervision, Writing – original draft, Writing – review & editing

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Steven L. Brunton

Steven L. Brunton

Department of Mechanical Engineering, University of Washington, Seattle, WA 98195, USA

Contribution: Conceptualization, Funding acquisition, Methodology, Supervision, Visualization, Writing – original draft, Writing – review & editing

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