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Structured model order reduction for vibro-acoustic problems using interpolation and balancing methods
Vibration and dissipation in vibro-acoustic systems can be assessed using frequency
response analysis. Evaluating a frequency sweep on a full-order model can be very costly …
response analysis. Evaluating a frequency sweep on a full-order model can be very costly …
Structure-preserving interpolation of bilinear control systems
In this paper, we extendthe structure-preserving interpolatory model reduction framework,
originally developed for linear systems, to structured bilinear control systems. Specifically …
originally developed for linear systems, to structured bilinear control systems. Specifically …
A greedy data collection scheme for linear dynamical systems
Mathematical models are essential to analyze and understand the dynamics of complex
systems. Recently, data-driven methodologies have gotten a lot of attention which is …
systems. Recently, data-driven methodologies have gotten a lot of attention which is …
Dominant subspaces of high-fidelity polynomial structured parametric dynamical systems and model reduction
In this work, we investigate a model order reduction scheme for high-fidelity nonlinear
structured parametric dynamical systems. More specifically, we consider a class of nonlinear …
structured parametric dynamical systems. More specifically, we consider a class of nonlinear …
Projection-based eigenproblem solver of large-scale viscoelastically damped systems via an original-dimension subspace
M Cao, Y Fu, S Zhu, L Ling, L Li - Mechanical Systems and Signal …, 2025 - Elsevier
The analysis of frequency-dependent viscoelastic systems is computationally challenging,
especially for large-scale structural systems with significantly different levels of dam** …
especially for large-scale structural systems with significantly different levels of dam** …
An efficient physics-dimension-based reduction method for computing frequency response functions of viscoelastically damped systems
M Cao, Y Fu, S Zhu, L Ling, L Li - Journal of Vibration and …, 2024 - journals.sagepub.com
The frequency response functions (FRFs) are of critical interest to dynamic problems,
however, they suffer from computational challenges for viscoelastically damped systems. In …
however, they suffer from computational challenges for viscoelastically damped systems. In …
Adaptive choice of near-optimal expansion points for interpolation-based structure-preserving model reduction
Interpolation-based methods are well-established and effective approaches for the efficient
generation of accurate reduced-order surrogate models. Common challenges for such …
generation of accurate reduced-order surrogate models. Common challenges for such …
Robust error assessment for reduced order vibro-acoustic problems
Q Aumann, G Müller - Journal of Sound and Vibration, 2023 - Elsevier
Robust and efficient automatic model order reduction is important in the design process of
vibro-acoustic structures. For correct assessment of the reduction error without requiring the …
vibro-acoustic structures. For correct assessment of the reduction error without requiring the …
Discretization and model reduction error estimation of interconnected dynamical systems
In this paper a novel approach for estimating both discretization and model order reduction
error is presented. Discretization is carried out using finite element method. Finite element …
error is presented. Discretization is carried out using finite element method. Finite element …
Predicting near optimal interpolation points for parametric model order reduction using regression models
Q Aumann, G Müller - PAMM, 2021 - Wiley Online Library
The design of vibro‐acoustic systems, such as vehicle interiors, regarding optimal
vibrational or sound radiation properties requires the solution of many numerical models …
vibrational or sound radiation properties requires the solution of many numerical models …