When Deep Learning Meets Electromagnetics

Deep Learning Electromagnetic

Artificial intelligence and deep learning have rapidly become influential technologies in various fields of science. In this article, we will explore the impact of deep learning on electromagnetics science and examine its applications in this field.

Ensemble Machine Learning


Ensemble machine learning is a powerful technique that leverages the strengths of multiple weak learning models, also known as base models, to improve the accuracy and stability of predictions. Ensemble methods can produce more robust and reliable predictions than any single model alone. This approach is particularly useful in complex problems where a single model may struggle to capture all the nuances and variations of the data.

How Backbone Works


Backbone is a network that extracts a feature map of the input image , the map is then utilized by the rest of the network. The purpose of this paper is to introduce the concept of backbone and how it fits in the AIEX platform.