Maarten Schoukens

Publications

Selected Publications

Learning-based augmentation of first-principle models: A linear fractional representation-based approach

(ArXiv version)

Port-hamiltonian neural networks with output error noise models

(ArXiv version)

Deep Learning for Continuous-Time Nonlinear System Identification

Detecting and Quantifying Nonlinearity in Dynamic Networks

Nonparametric Data-Driven Modeling of Linear Systems

Survey on Block-Oriented Identification

(ArXiv version)

Publication Overview

Please consult my Google Scholar profile or the university repository through the links below for a more detailed publication overview.

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