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12/02/2021
A framework for fitting quadratic-bilinear systems with applications to models of electrical circuits
In this contribution, we propose a data-driven procedure to fit quadrati...
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08/26/2021
Data-driven modeling and control of large-scale dynamical systems in the Loewner framework
In this contribution, we discuss the modeling and model reduction framew...
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04/21/2021
Reduced-order modeling of LPV systems in the Loewner framework
We propose a model reduction method for LPV systems. We consider LPV sta...
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03/06/2021
Factorization of the Loewner matrix pencil and its consequences
This paper starts by deriving a factorization of the Loewner matrix penc...
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11/25/2020
Learning reduced-order models of quadratic control systems from input-output data
In this paper, we address an extension of the Loewner framework for lear...
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05/06/2020