In this paper, we outline the historical evolution of RF and microwave design optimization
and envisage imminent and future challenges that will be addressed by the next generation …

Uncertainty quantification is an important aspect of engineering design, also pertaining to
the development and performance evaluation of antenna systems. Manufacturing tolerances …

The most widely used space mapping approach to efficient design optimization is the
aggressive space mapping (ASM) algorithm. My purpose here is to present both a historical …

A computationally efficient method for highly accurate electromagnetics-based statistical
analysis and yield estimation of RF and microwave circuits is described in this paper. The …

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

Assessing the immunity of antenna design to fabrication tolerances is an important
consideration, especially when the manufacturing process has not been predetermined. At …

In this paper, design and optimization of a microstrip elliptic traveling wave antenna (TWA)
are presented for the beam scanning in X-band as an application of 3D data driven …

Fabrication tolerances and other types of uncertainties, eg, the lack of precise knowledge of
material parameters, have detrimental effects on the electrical and field performance of …

This article presents a methodology for the modeling of high-speed systems using machine
learning methods. A multilayer perceptron neural network is used to map the input-output …

In this work, design optimization process of a multi-band antenna via the use of artificial
neural network (ANN) based surrogate model and meta-heuristic optimizers are studied. For …