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Surrogate Modeling for High-Frequency Design: Recent Advances, Koziel Slawomir, Pietrenko-Dabrowska Anna


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Автор: Koziel Slawomir, Pietrenko-Dabrowska Anna
Название:  Surrogate Modeling for High-Frequency Design: Recent Advances
ISBN: 9781800610743
Издательство: World Scientific Publishing
Издательство: World Scientific Publishing Europe Ltd
Классификация:
ISBN-10: 1800610742
Обложка/Формат: Hardback
Страницы: 468
Вес: 0.79 кг.
Дата издания: 30.03.2022
Серия: Physics
Язык: English
Размер: 152 x 229 x 25
Читательская аудитория: Tertiary education (us: college)
Ключевые слова: Microwave technology, TECHNOLOGY & ENGINEERING / Mobile & Wireless Communications,TECHNOLOGY & ENGINEERING / Radio,TECHNOLOGY & ENGINEERING / Signals & Signal
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Поставляется из: США
Описание:

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.



Radio Frequency and Microwave Power Amplifiers: Principles, Device Modeling and Matching Networks

Автор: Grebennikov Andrei
Название: Radio Frequency and Microwave Power Amplifiers: Principles, Device Modeling and Matching Networks
ISBN: 1839530367 ISBN-13(EAN): 9781839530364
Издательство: Неизвестно
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Цена: 193110.00 T
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Описание: This book aims to provide comprehensive, state-of-the-art coverage of RF and microwave power amplifier design with in-depth descriptions of current and potential future approaches.

High-Frequency Circuit Design and Measurements

Автор: P. Yip
Название: High-Frequency Circuit Design and Measurements
ISBN: 0412341603 ISBN-13(EAN): 9780412341601
Издательство: Springer
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Цена: 95770.00 T
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Описание: An elective course in the final-year BEng progamme in electronic engin- eering in the City Polytechnic of Hong Kong was generated in response to the growing need of local industry for graduate engineers capable of designing circuits and performing measurements at high frequencies up to a few gigahertz.

Advances in Microwave and Radio Frequency Processing

Автор: M. Willert-Porada
Название: Advances in Microwave and Radio Frequency Processing
ISBN: 3642077552 ISBN-13(EAN): 9783642077555
Издательство: Springer
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Цена: 304750.00 T
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Описание: Prometheus brought fire to mankind Arthur R. von Hippel "Dielectrics and Waves," 1954 Our contribution? There are only few areas of research and development of a comparable scientific and technological extension as microwave and high frequency processing. "Pr- essing" means not only application of radiation of 300 MHz to 300 GHz f- quency to synthesis, heating or ionisation of matter but also generation, transm- sion and detection of microwave and radio frequency radiation. Microwave and high frequency sources positioned in the orbit are the foun- tion of modern satellite telecommunication systems, gyrotron tubes being pr- ently developed in different countries all over the world will most probably be the major devices to open up a new era of energy supply to mankind be means of - sion plasma. Although initiated by military purposes during the Second World War (RADAR, Radio Detection and Ranging), microwave and high frequency utilisation has spread over almost every important aspect of normal day life since than, from individual mobile phones and kitchen microwave ovens to industrial food processing, production of composites as sustainable building materials, green chemistry, medical applications and finally infrastructure installations like GPS and Galileo, to name only few examples. These different areas of microwave and high frequency radiation application can not be unified within one group of scientists and technologists. There are s- eral distinguished communities active e.g., in the area of telecommunication s- tems, strong microwaves for fusion plasma or plasma based materials processing.


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