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Surrogate Modeling For High-frequency Design: Recent Advances by Slawomir Koziel (Reykjavik Univ, Iceland) at Abbey's Bookshop,
Surrogate Modeling For High-frequency Design: Recent Advances
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Slawomir Koziel (Reykjavik Univ, Iceland) Anna Pietrenko-dabrowska (Gdansk Univ Of Technology, Poland)

Surrogate Modeling For High-frequency Design

Recent Advances

Slawomir Koziel (Reykjavik Univ, Iceland),  Anna Pietrenko-dabrowska (Gdansk Univ Of Technology, Poland)

$388.95   $310.94

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English
World Scientific Europe Ltd
30 March 2022
Microwave technology
Contemporary high-frequency engineering design heavily relies on full-wave electromagnetic (EM) analysis. This is primarily due to its versatility and ability to account for phenomena that are important from the point of view of system performance. Unfortunately, versatility comes at the price of a high computational cost of accurate evaluation. Consequently, utilization of simulation models in the design processes is challenging although highly desirable. The aforementioned problems can be alleviated by means of surrogate modeling techniques, the most popular of which are data-driven models. Although a large variety of methods are available, they are all affected by the curse of dimensionality. This is especially pronounced in high-frequency electronics, where typical system responses are highly nonlinear. Construction of practically useful surrogates covering wide ranges of parameters and operating conditions is a considerable challenge.

Surrogate Modeling for High-Frequency Design presents a selection of works representing recent advancements in surrogate modeling and their applications to high-frequency design. Some chapters provide a review of specific topics such as neural network modeling of microwave components, while others describe recent attempts to improve existing modeling methodologies. Furthermore, the book features numerous applications of surrogate modeling methodologies to design optimization and uncertainty quantification of antenna, microwave, and analog RF circuits.
Edited by:   , ,
Imprint:   World Scientific Europe Ltd
Country of Publication:   United Kingdom
ISBN:   9781800610743
ISBN 10:   1800610742
Pages:   468
Publication Date:  
Audience:   College/higher education ,  Professional and scholarly ,  Primary ,  Undergraduate
Format:   Hardback
Publisher's Status:   Active

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