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Randomized Projection Learning Method for Dynamic Mode Decomposition

• Authors : Sudam Surasinghe; Erik M. Bollt

Subjects: Koopman operator; dynamic mode decomposition (DMD); Johnson–Lindenstrauss lemma

• Source: Mathematics ; Volume 9 ; Issue 21 ; Pages: 2803

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Modeliranje dinamičkih sustava vođeno podacima ; Data-driven modeling of dynamical systems

• Authors : Mustafić, Ermin; Bujanović, Zvonimir

Subjects: dekompozicija na dinamičke modove (DMD); Koopmanov operator; Lift \& Learn

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Koopman-based lifting techniques for nonlinear systems identification

• Authors : Mauroy, Alexandre; Goncalves, Jorge

Subjects: Aerospace electronics; Biological system modeling; Convergence

• Source: Mauroy, A & Goncalves, J 2020, 'Koopman-based lifting techniques for nonlinear systems identification', IEEE Transactions on Automatic Control, vol. 65, no. 6, 8836606, pp. 2550-2565.

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Delay-Embedding Spatio-Temporal Dynamic Mode Decomposition.

• Authors : Nedzhibov, Gyurhan¹ (AUTHOR)

• Source: Mathematics (2227-7390). Mar2024, Vol. 12 Issue 5, p762. 18p.

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Data-driven Koopman fractional order PID control of a MEMS gyroscope using bat algorithm.

• Authors : Rahmani, Mehran¹ (AUTHOR); Redkar, Sangram¹ (AUTHOR)

• Source: Neural Computing & Applications. May2023, Vol. 35 Issue 13, p9831-9840. 10p.

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ONLINE DYNAMIC MODE DECOMPOSITION: AN ALTERNATIVE APPROACH FOR LOW RANK DATASETS.

• Authors : Nedzhibov, G. H.¹

• Source: Annals: Series on Mathematics & its Applications. 2023, Vol. 15 Issue 1/2, p229-249. 20p.

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Identifying Efficient Ensemble Perturbations for Initializing Subseasonal‐To‐Seasonal Prediction.

• Authors : Demaeyer, Jonathan¹ (AUTHOR) ; Penny, Stephen G.^2,3 (AUTHOR); Vannitsem, Stéphane¹ (AUTHOR)

• Source: Journal of Advances in Modeling Earth Systems. May2022, Vol. 14 Issue 5, p1-30. 30p.

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Spatial Covariance Modeling for Stochastic Subgrid‐Scale Parameterizations Using Dynamic Mode Decomposition.

• Authors : Gugole, Federica¹ (AUTHOR) ; Franzke, Christian L. E.¹ (AUTHOR)

• Source: Journal of Advances in Modeling Earth Systems. Aug2020, Vol. 12 Issue 8, p1-19. 19p.

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Spatio-Temporal Koopman Decomposition.

• Authors : Clainche, Soledad Le¹; Vega, José M.¹

• Source: Journal of Nonlinear Science. Oct2018, Vol. 28 Issue 5, p1793-1842. 50p.

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Variants of Dynamic Mode Decomposition: Boundary Condition, Koopman, and Fourier Analyses.

• Authors : Chen, Kevin¹ ; Tu, Jonathan¹; Rowley, Clarence¹

• Source: Journal of Nonlinear Science. Dec2012, Vol. 22 Issue 6, p887-915. 29p.

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