Surrogate Modeling For High frequency Design Recent Advances is popular PDF and ePub book, written by Slawomir Koziel in 2022-03-04, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Surrogate Modeling For High frequency Design Recent Advances can be Read Online from any device for your convenience.
Surrogate Modeling For High frequency Design Recent Advances Book PDF Summary
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.
Detail Book of Surrogate Modeling For High frequency Design Recent Advances PDF
- Author : Slawomir Koziel
- Release : 04 March 2022
- Publisher : World Scientific
- ISBN : 9781800610767
- Genre : Technology & Engineering
- Total Page : 467 pages
- Language : English
- PDF File Size : 9,5 Mb
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