Name: Surrogate Modeling for High-Frequency Design: Recent Advances (en Inglés)
SKU: 57098795
Price: 190.74 USD
Availability: InStock
Author: Koziel, Slawomir ; Pietrenko-Dabrowska, Anna
ISBN: 9781800610743

portada Surrogate Modeling for High-Frequency Design: Recent Advances (en Inglés)

Surrogate Modeling for High-Frequency Design: Recent Advances (en Inglés)

Formato

Libro Físico

Editorial

World Scientific Publishing Europe Ltd

Autor

Koziel, Slawomir ; Pietrenko-Dabrowska, Anna

Idioma

Inglés

N° páginas

468

Encuadernación

Tapa Dura

Dimensiones

22.9x15.2x2.5 cm

Peso

0.79 kg.

ISBN13

9781800610743

Categorías

Procesamiento de señales
Radiotecnología
Tecnología de la telefonía móvil
Tecnología wap («wireless»)
Procesamiento digital de señales (dsp, por su sigla inglesa)

Surrogate Modeling for High-Frequency Design: Recent Advances (en Inglés)

Koziel, Slawomir ; Pietrenko-Dabrowska, Anna (Autor) · World Scientific Publishing Europe Ltd · Tapa Dura

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Reseña del libro "Surrogate Modeling for High-Frequency Design: Recent Advances (en Inglés)"

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.