This review paper provides an overview of the latest developments in artificial intelligence
(AI)-based antenna design and optimization for wireless communications. Machine learning …

This paper reviews the recent developments of design optimization methods for
electromagnetic devices, with a focus on machine learning methods. First, the recent …

An intelligent antenna synthesis method is proposed to automatically select suitable
antenna type and provide optimal geometric parameters according to the requirement of …

A machine-learning-assisted optimization (MLAO) method for antenna geometry design
(AGD)(MLAO-AGD) is proposed. By combining machine learning (ML) methods, including a …

Beyond the scope of conventional metasurface, which necessitates plenty of computational
resources and time, an inverse design approach using machine learning algorithms …

Soil thermal diffusivity (k) is an important thermal property that significantly affects ground
energy storage and heat transfer. Direct measurements of soil thermal diffusivity are …

In this article, a compact Coplanar Waveguide (CPW) fed band-notched monopole antenna
is designed and optimized. The unique feature of this article is to provide an approach for …

This study proposes a new method called k-nearest neighbor comparison (k-NNC) to
address the computational cost issue of truss optimization with discrete variables using …

The design of an antenna requires a careful selection of its parameters to retain the desired
performance. However, this task is time-consuming when the traditional approaches are …

Osteoporosis (OP) is characterized by diminished bone mass and deteriorating bone
structure that increases the chance of fractures in the spine, hips, and wrists. In this paper, a …