Generating parametric models from tabulated data

This paper presents an approach for generating parametric systems from frequency response measurements performed with respect to the frequency, and also with respect to one or more design parameters (geometry or material properties). These allow for fast construction of models for other parameter va...

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Bibliographic Details
Main Authors: Lefteriu, Sanda, Mohring, Jan
Format: Conference Proceeding
Language:English
Subjects:
Algorithm design and analysis
Applied computing > Arts and humanities > Architecture (buildings) > Computer-aided design
Applied computing > Physical sciences and engineering > Engineering > Computer-aided design
Circuit simulation
Design optimization
Frequency
Hardware > Hardware validation > Functional verification > Simulation and emulation
linear matrix equation
Linear matrix inequalities
linear matrix inequality
Material properties
parametric model order reduction
Parametric statistics
Performance evaluation
piecewise
polynomial
Scattering parameters
spline interpolation
state-space representation
Transfer functions
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Description
Summary:This paper presents an approach for generating parametric systems from frequency response measurements performed with respect to the frequency, and also with respect to one or more design parameters (geometry or material properties). These allow for fast construction of models for other parameter values, so it is suited for optimizing a certain performance measure over the design variables. We validate the proposed approach on an example with two parameters.
ISSN:0738-100X
DOI:10.1145/1837274.1837446