Application of Wavelets and Machine Learning Techniques to Electromagnetic Problems
Jaideva C. Goswami, Manos M. Tentzeris · Encyclopedia of RF and Microwave Engineering · 2024
Abstract In this article, we discuss some wavelet applications to electromagnetic problems, provide an overview of wavelet theory, solve integral equations developing from electromagnetic scattering and transmission‐line problems, and consider differential equations. Examples from geophysical applications are also included. Combined wavelet‐machine learning technique is presented for numerical modeling.