Surrogate Modeling for High-Frequency Design: Recent Advances

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. 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--

• | Author: Slawomir Koziel, Anna Pietrenko-Dabrowska
• | Publisher: World Scientific Publishing Europe Ltd
• | Publication Date: Mar 30, 2022
• | Number of Pages: 398 pages
• | Language: English
• | Binding: Hardcover
• | ISBN-10: 1800610742
• | ISBN-13: 9781800610743