M. Voigt

activity

20242026

most citedFast and memory-efficient optimization for large-scale data-driven predictive control

1 citations · 1 across the 5 of their papers we have counts for

collaborators

Showing 2026Show all

2 papers · 1 filter

eess.SY2026

$H_{2}$ -optimal model order reduction using hyperbolic geometry

Andrea Angino, Tamás Dózsa, Matthias Voigt

We revisit the problem of approximating a linear time-invariant LTI model by a reduced-order model (ROM) in an $H_{2}$ -optimal sense. A widely used method for computing such ROMs is…

math.NA2026

Adaptive Kernel Methods

Tamás Dózsa, Andrea Angino, Zoltán Szabó +2

Kernel methods approximate nonlinear maps in a data-driven manner by projecting the target map onto a finite-dimensional Hilbert space called the solution space. Traditionally, thi…

H2​-optimal model order reduction using hyperbolic geometry

Adaptive Kernel Methods

$H_{2}$ -optimal model order reduction using hyperbolic geometry