IEEE

Deep Learning-Based Fast Full-Wave Electromagnetic Forward Solver Using Physics-Induced Loss

Abstract: In this letter, a new deep learning (DL) solver is introduced, offering a rapid and effective full-wave computational method for simulating the electromagnetic forward (EMF) process. The ...
IEEE

Deep Learning Approach for Microwave Imaging in Broad Frequency Band Based on Physics-Driven Loss and Deep Convolutional V-Net Structure

Abstract: This article proposes a novel deep learning (DL) approach to realize quantitative real-time microwave imaging (MWI) in the extremely broad frequency band. The proposed DL approach is based ...