Deep Identification of Nonlinear Systems in Koopman Form

Deep Identification of Nonlinear Systems in Koopman Form

6 October 2021

Lucian-Cristian Iacob

Maarten Schoukens

Papers citing "Deep Identification of Nonlinear Systems in Koopman Form"

8 / 8 papers shown

Title
Automated Global Analysis of Experimental Dynamics through Low-Dimensional Linear Embeddings Samuel A. Moore B. Mann Boyuan Chen AI4CE 29 1 0 01 Nov 2024
Koopman Data-Driven Predictive Control with Robust Stability and Recursive Feasibility Guarantees T. D. Jong V. Breschi Maarten Schoukens Mircea Lazar 18 5 0 02 May 2024
Autoregressive models for biomedical signal processing Jonas F. Haderlein A. Peterson A. Burkitt I. Mareels D. Grayden 16 0 0 17 Apr 2023
Initialization Approach for Nonlinear State-Space Identification via the Subspace Encoder Approach Rishi Ramkannan G. Beintema R. Tóth Maarten Schoukens 16 0 0 04 Apr 2023
Deep networks for system identification: a Survey G. Pillonetto Aleksandr Aravkin Daniel Gedon L. Ljung Antônio H. Ribeiro Thomas B. Schon OOD 37 35 0 30 Jan 2023
Meta-Learning of Neural State-Space Models Using Data From Similar Systems Ankush Chakrabarty G. Wichern C. Laughman 43 12 0 14 Nov 2022
Learning neural state-space models: do we need a state estimator? Marco Forgione Manas Mejari Dario Piga 13 12 0 26 Jun 2022
On the adaptation of recurrent neural networks for system identification Marco Forgione Aneri Muni Dario Piga Marco Gallieri 27 18 0 21 Jan 2022