Sparse identification of nonlinear dynamics for rapid model recovery

Author:

Quade Markus12ORCID,Abel Markus12,Nathan Kutz J.3,Brunton Steven L.4

Affiliation:

1. Institut für Physik und Astronomie, Universität Potsdam, Karl-Liebknecht-Straße 24/25, 14476 Potsdam, Germany

2. Ambrosys GmbH, David-Gilly Straße 1, 14469 Potsdam, Germany

3. Department of Applied Mathematics, University of Washington, Seattle, Washington 98195, USA

4. Department of Mechanical Engineering, University of Washington, Seattle, Washington 98195, USA

Funder

ARO Young Investigator Program

Erasmus+

Defense Advanced Research Projects Agency

Deutscher Akademischer Austauschdienst

Publisher

AIP Publishing

Subject

Applied Mathematics,General Physics and Astronomy,Mathematical Physics,Statistical and Nonlinear Physics

Reference71 articles.

1. One-shot learning of object categories

2. O. Vinyals , C. Blundell , T. Lillicrap , D. Wierstra et al.Advances in Neural Information Processing Systems(NIPs Foundation, 2016), pp. 3630–3638.

3. A Survey on Transfer Learning

4. Closed-Loop Turbulence Control: Progress and Challenges

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