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Recommendations for the article Extended dynamic mode decomposition with dictionary learning: A data-driven adaptive spectral decomposition of the Koopman operator.
| Abstract | Title | Authors | Publication Date | Journal/ Conference | Citation count | Highest h-index |
|---|---|---|---|---|---|---|
| visibility_off | Two methods to approximate the Koopman operator with a reservoir computer. | Marvyn Gulina, A. Mauroy | 2020-08-24 | Chaos | 9 | 15 |
| visibility_off | Extended dynamic mode decomposition with dictionary learning using neural ordinary differential equations | H. Terao, Sho Shirasaka, Hideyuki Suzuki | 2021-10-01 | ArXiv | 5 | 26 |
| visibility_off | Multiplicative Dynamic Mode Decomposition | Nicolas Boull'e, Matthew J. Colbrook | 2024-05-08 | ArXiv | 1 | 16 |
| visibility_off | 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 | 2023-10-10 | Chaos | 2 | 7 |
| visibility_off | Extended Dynamic Mode Decomposition with Invertible Dictionary Learning | Yuhong Jin, Lei Hou, Shun Zhong | 2024-02-01 | Neural networks : the official journal of the International Neural Network Society | 1 | 5 |
| visibility_off | PyKoopman: A Python Package for Data-Driven Approximation of the Koopman Operator | Shaowu Pan, E. Kaiser, Brian M. de Silva, J. Kutz, S. Brunton | 2023-06-22 | ArXiv | 3 | 63 |
| visibility_off | Generalizing Dynamic Mode Decomposition: Balancing Accuracy and Expressiveness in Koopman Approximations | Masih Haseli, Jorge Cort'es | 2021-08-08 | ArXiv | 7 | 6 |
| visibility_off | Learning Koopman Invariant Subspaces for Dynamic Mode Decomposition | Naoya Takeishi, Y. Kawahara, T. Yairi | 2017-10-12 | ArXiv | 326 | 24 |
| visibility_off | Heterogeneous mixtures of dictionary functions to approximate subspace invariance in Koopman operators | Charles A. Johnson, Shara Balakrishnan, Enoch Yeung | 2022-06-27 | ArXiv | 1 | 17 |
| visibility_off | Learning Invariant Subspaces of Koopman Operators-Part 1: A Methodology for Demonstrating a Dictionary's Approximate Subspace Invariance | Charles A. Johnson, Shara Balakrishnan, Enoch Yeung | 2022-12-14 | ArXiv | 1 | 17 |
| Abstract | Title | Authors | Publication Date | Journal/Conference | Citation count | Highest h-index |