This page was last updated on 2024-07-17 08:46:33 UTC
Recommendations for the article Deep learning for universal linear embeddings of nonlinear dynamics
Abstract | Title | Authors | Publication Date | Journal/ Conference | Citation count | Highest h-index |
---|---|---|---|---|---|---|
visibility_off | Leveraging Neural Koopman Operators to Learn Continuous Representations of Dynamical Systems from Scarce Data | Anthony Frion, Lucas Drumetz, M. Mura, G. Tochon, Abdeldjalil Aissa El Bey | 2023-03-13 | ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | 4 | 34 |
visibility_off | Modern Koopman Theory for Dynamical Systems | S. Brunton, M. Budišić, E. Kaiser, J. Kutz | 2021-02-24 | SIAM Rev. | 271 | 63 |
visibility_off | Deep Learning for Structure-Preserving Universal Stable Koopman-Inspired Embeddings for Nonlinear Canonical Hamiltonian Dynamics | P. Goyal, Süleyman Yıldız, P. Benner | 2023-08-26 | ArXiv | 0 | 53 |
visibility_off | Autoencoding for the 'Good Dictionary' of eigen pairs of the Koopman Operator | Neranjaka Jayarathne, E. Bollt | 2023-06-08 | ArXiv | 0 | 37 |
visibility_off | Deep learning for Koopman Operator Optimal Control. | Mostafa Al‐Gabalawy | 2021-01-06 | ISA transactions | 13 | 11 |
visibility_off | Generalized Quadratic-Embeddings for Nonlinear Dynamics using Deep Learning | P. Goyal, P. Benner | 2022-11-01 | ArXiv | 7 | 53 |
visibility_off | Learned Lifted Linearization Applied to Unstable Dynamic Systems Enabled by Koopman Direct Encoding | Jerry Ng, H. Asada | 2022-10-24 | IEEE Control Systems Letters | 1 | 12 |
visibility_off | Learning Deep Neural Network Representations for Koopman Operators of Nonlinear Dynamical Systems | Enoch Yeung, Soumya Kundu, Nathan Oken Hodas | 2017-08-22 | 2019 American Control Conference (ACC) | 326 | 17 |
visibility_off | DLKoopman: A deep learning software package for Koopman theory | Sourya Dey, Eric K. Davis | 2022-11-15 | DBLP, ArXiv | 2 | 6 |
Abstract | Title | Authors | Publication Date | Journal/Conference | Citation count | Highest h-index |