This book discusses surrogate modeling of high-frequency structures including antenna and
microwave components. The focus is on constrained or performance-driven surrogates. The …

Uncertainty quantification is an important aspect of engineering design, as manufacturing
tolerances may affect the characteristics of the structure. Therefore, the quantification of …

Most existing microwave filter yield optimization methods target a small number of sensitive
design variables (eg, around 5). However, for many real-world cases, more than ten …

Full-wave electromagnetic (EM) analysis is a versatile tool for evaluating the performance of
high-frequency components. Its potential drawback is its high computational cost, inhibiting …

In this work, methodologies for low-cost and reliable microwave modeling are presented
using variable-fidelity response features. The two key components of our approach are: 1) a …

Fast replacement models are indispensable in the design of high-frequency structures.
Unfortunately, construction of data-driven (approximation) surrogates is hindered by curse of …

The effects of uncertainties, primarily manufacturing tolerances but also incomplete
information about operating conditions or material parameters, can be detrimental to the …

Fast data‐driven surrogate models can be employed as replacements of computationally
demanding full‐wave electromagnetic simulations to facilitate the microwave design …

Fast surrogate models can play an important role in reducing the cost of Electromagnetic
(EM)‐driven design closure of miniaturized microwave components. Unfortunately …

Surrogate models are becoming popular tools of choice in mitigating issues related to the
excessive cost of electromagnetic (EM)-driven design of high-frequency structures. Among …