Residual Dynamic Mode Decomposition: Robust and verified Koopmanism

19 May 2022

Papers citing "Residual Dynamic Mode Decomposition: Robust and verified Koopmanism"

20 / 20 papers shown

Title
Limits and Powers of Koopman Learning Matthew J. Colbrook Igor Mezić Alexei Stepanenko 27 10 0 08 Jul 2024
Multiplicative Dynamic Mode Decomposition Nicolas Boullé Matthew J. Colbrook 24 2 0 08 May 2024
Real-Time Motion Detection Using Dynamic Mode Decomposition Marco Mignacca Simone Brugiapaglia J. Bramburger 22 0 0 08 May 2024
Rigged Dynamic Mode Decomposition: Data-Driven Generalized Eigenfunction Decompositions for Koopman Operators Matthew J. Colbrook Catherine Drysdale Andrew Horning 24 5 0 01 May 2024
Koopman-Assisted Reinforcement Learning Preston Rozwood Edward Mehrez Ludger Paehler Wen Sun Steven L. Brunton 24 6 0 04 Mar 2024
PyDMD: A Python package for robust dynamic mode decomposition Sara M. Ichinaga Francesco Andreuzzi N. Demo M. Tezzele Karl Lapo G. Rozza Steven L. Brunton J. Nathan Kutz AI4CE 28 16 0 12 Feb 2024
On the Convergence of Hermitian Dynamic Mode Decomposition Nicolas Boullé Matthew J. Colbrook 19 2 0 06 Jan 2024
Mori-Zwanzig latent space Koopman closure for nonlinear autoencoder Priyam Gupta Peter J. Schmid D. Sipp T. Sayadi Georgios Rigas 11 4 0 16 Oct 2023
Enhancing Predictive Capabilities in Data-Driven Dynamical Modeling with Automatic Differentiation: Koopman and Neural ODE Approaches Ricardo Constante-Amores Alec J. Linot Michael D. Graham 11 10 0 10 Oct 2023
Operator-Based Detecting, Learning, and Stabilizing Unstable Periodic Orbits of Chaotic Attractors A. Tavasoli Heman Shakeri 15 0 0 07 Sep 2023
Beyond expectations: Residual Dynamic Mode Decomposition and Variance for Stochastic Dynamical Systems Matthew J. Colbrook Qin Li Ryan V. Raut Alex Townsend 22 16 0 21 Aug 2023
Koopman operator learning using invertible neural networks Yuhuang Meng Jian-Kai Huang Yue Qiu 11 11 0 30 Jun 2023
PyKoopman: A Python Package for Data-Driven Approximation of the Koopman Operator Shaowu Pan E. Kaiser Brian M. de Silva J. Nathan Kutz Steven L. Brunton 13 8 0 22 Jun 2023
Koopman Kernel Regression Petar Bevanda Maximilian Beier Armin Lederer Stefan Sosnowski Eyke Hüllermeier Sandra Hirche AI4TS 14 16 0 25 May 2023
Orthogonal polynomial approximation and Extended Dynamic Mode Decomposition in chaos Caroline L. Wormell 13 3 0 14 May 2023
Vehicular Applications of Koopman Operator Theory -- A Survey W. Manzoor S. Rawashdeh Aliasgar Mohammadi 15 16 0 18 Mar 2023
Learning Bilinear Models of Actuated Koopman Generators from Partially-Observed Trajectories Samuel E. Otto Sebastian Peitz C. Rowley 23 19 0 20 Sep 2022
The mpEDMD Algorithm for Data-Driven Computations of Measure-Preserving Dynamical Systems Matthew J. Colbrook 23 34 0 06 Sep 2022
Rigorous data-driven computation of spectral properties of Koopman operators for dynamical systems Matthew J. Colbrook Alex Townsend 18 67 0 29 Nov 2021
Koopman Spectrum Nonlinear Regulators and Efficient Online Learning Motoya Ohnishi Isao Ishikawa Kendall Lowrey Masahiro Ikeda Sham Kakade Yoshinobu Kawahara 16 5 0 30 Jun 2021