A survey of projection-based model reduction methods for parametric dynamical systems

P Benner, S Gugercin, K Willcox - SIAM review, 2015 - SIAM
Numerical simulation of large-scale dynamical systems plays a fundamental role in studying
a wide range of complex physical phenomena; however, the inherent large-scale nature of …

A state-of-the-art survey of model order reduction techniques for large-scale coupled dynamical systems

R Kumar, D Ezhilarasi - International Journal of Dynamics and Control, 2023 - Springer
Engineering large structure systems are dynamic, high-dimensional and have a wide range
of physical mechanism interconnections. Analyzing the dynamic behavior of complex …

[LIBRO][B] Interpolatory methods for model reduction

Dynamical systems are at the core of computational models for a wide range of complex
phenomena and, as a consequence, the simulation of dynamical systems has become a …

Low-rank tensor Krylov subspace methods for parametrized linear systems

D Kressner, C Tobler - SIAM Journal on Matrix Analysis and Applications, 2011 - SIAM
We consider linear systems A(α)x(α)=b(α) depending on possibly many parameters
α=(\alpha_1,...,\alpha_p). Solving these systems simultaneously for a standard discretization …

Control-oriented thermal modeling of multizone buildings: Methods and issues: Intelligent control of a building system

E Atam, L Helsen - IEEE Control systems magazine, 2016 - ieeexplore.ieee.org
The residential and commercial building sector is known to use around 40% of the total end-
use energy and, hence, is considered to be the largest energy consumer sector in the world …

Model reduction by rational interpolation

CA Beattie, S Gugercin - Model Reduction and Approximation, 2017 - books.google.com
The last two decades have seen major developments in interpolatory methods for model
reduction of large-scale linear dynamical systems. Notable advances include greater ability …

Design of freeform geometries in a MEMS accelerometer with a mechanical motion preamplifier based on a genetic algorithm

C Wang, X Song, W Fang, F Chen… - Microsystems & …, 2020 - nature.com
This paper describes a novel, semiautomated design methodology based on a genetic
algorithm (GA) using freeform geometries for microelectromechanical systems (MEMS) …

Low-rank tensor methods for linear systems and eigenvalue problems

C Tobler - 2012 - research-collection.ethz.ch
This thesis is concerned with methods for the approximate solution of high-dimensional
linear systems and eigenvalue problems, using low-rank tensor techniques. In recent years …

Investigation and implementation of model order reduction technique for large scale dynamical systems

SK Suman, A Kumar - Archives of Computational Methods in Engineering, 2022 - Springer
Abstract Model Order Reduction (MOR) has demonstrated its robustness and wide use in
engineering and science for the simulation of large-scale mathematical systems over the last …

Model order reduction of thermo-mechanical models with parametric convective boundary conditions: focus on machine tools

P Hernández-Becerro, D Spescha… - Computational mechanics, 2021 - Springer
Thermo-mechanical finite element (FE) models predict the thermal behavior of machine
tools and the associated mechanical deviations. However, one disadvantage is their high …