Date | Author/Title | | Document Type |
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2024 | Iacob, L C and Tóth, Roland and Schoukens, M Koopman form of nonlinear systems with inputs | ![downloadable content](/style/images/fileicons/text.png) | Article |
2024 | Beintema, G I and Schoukens, M and Tóth, Roland Meta-state–space learning: An identification approach for stochastic dynamical systems | ![downloadable content](/style/images/fileicons/text.png) | Article |
2023 | Khandelwal, D and Schoukens, M and Tóth, Roland Automated multi-objective system identification using grammar-based genetic programming | ![downloadable content](/style/images/fileicons/text.png) | Article |
2023 | Beintema, G I and Schoukens, M and Tóth, Roland Deep subspace encoders for nonlinear system identification | ![downloadable content](/style/images/fileicons/text.png) | Article |
2023 | Iacob, L C and Schoukens, M and Tóth, Roland Finite Dimensional Koopman Form of Polynomial Nonlinear Systems* | ![downloadable content](/style/images/fileicons/text.png) | Article |
2023 | Ramkannan, R and Beintema, G I and Tóth, Roland and Schoukens, M Initialization Approach for Nonlinear State-Space Identification via the Subspace Encoder Approach | ![downloadable content](/style/images/fileicons/text.png) | Article |
2023 | Moradi, S and Jaensson, N and Tóth, Roland and Schoukens, M Physics-Informed Learning Using Hamiltonian Neural Networks with Output Error Noise Models | ![downloadable content](/style/images/fileicons/text.png) | Article |
2022 | Iacob, L C and Tóth, Roland and Schoukens, M Optimal Synthesis of LTI Koopman Models for Nonlinear Systems with Inputs | | Article |
2021 | Rödönyi, Gábor and Beintema, G I and Tóth, Roland and Schoukens, M and Pup, Dániel and Kisari, Ádám and Vigh, Zsombor and Kőrös, Péter and Soumelidis, Alexandros and Bokor, József Identification of the nonlinear steering dynamics of an autonomous vehicle | | Article |
2021 | Beintema, G I and Tóth, Roland and Schoukens, M Non-linear State-space Model Identification from Video Data using Deep Encoders | | Article |
2021 | Nechita, S-C and Tóth, Roland and Khandelwal, D and Schoukens, M Toolbox for Discovering Dynamic System Relations via TAG Guided Genetic Programming | | Article |