Deep Subspace Encoders for Nonlinear System Identification

Deep Subspace Encoders for Nonlinear System Identification

26 October 2022

Maarten Schoukens

Papers citing "Deep Subspace Encoders for Nonlinear System Identification"

8 / 8 papers shown

Title
Efficient identification of linear, parameter-varying, and nonlinear systems with noise models Alberto Bemporad Roland Tóth 19 0 0 16 Apr 2025
Manifold meta-learning for reduced-complexity neural system identification Marco Forgione Ankush Chakrabarty Dario Piga Matteo Rufolo Alberto Bemporad 38 0 0 16 Apr 2025
Enhanced Transformer architecture for in-context learning of dynamical systems Matteo Rufolo Dario Piga Gabriele Maroni Marco Forgione 31 0 0 04 Oct 2024
Online Control-Informed Learning Zihao Liang Tianyu Zhou Zehui Lu Shaoshuai Mou 33 1 0 04 Oct 2024
On the adaptation of in-context learners for system identification Dario Piga F. Pura Marco Forgione 18 3 0 07 Dec 2023
Stable Linear Subspace Identification: A Machine Learning Approach L. D. Natale M. Zakwan B. Svetozarevic P. Heer Giancarlo Ferrari-Trecate Colin N. Jones 23 5 0 06 Nov 2023
From system models to class models: An in-context learning paradigm Marco Forgione F. Pura Dario Piga 35 12 0 25 Aug 2023
Initialization Approach for Nonlinear State-Space Identification via the Subspace Encoder Approach Rishi Ramkannan G. Beintema R. Tóth Maarten Schoukens 19 0 0 04 Apr 2023