2 papers
math.CA2023
Loewner functions for bilinear systems
Pauline Kergus, Ion Victor Gosea, Mihaly Petreczky
This work brings together the moment matching approach based on Loewner functions and the classical Loewner framework based on the Loewner pencil in the case of bilinear systems. N…
eess.SY2022
Data-driven approximation and reduction from noisy data in matrix pencil frameworks
Pauline Kergus, Ion Victor Gosea
This work aims at tackling the problem of learning surrogate models from noisy time-domain data by means of matrix pencil-based techniques, namely the Hankel and Loewner frameworks…