This study presents a novel approach utilizing deep neural networks to address the inverse
line-source scattering problem in dielectric cylinders. By employing Multi-layer Perceptron …

Acoustic beamforming aims to focus acoustic signals to a specific direction and suppress
undesirable interferences from other directions. Despite its flexibility and steerability …

We propose a physically informed neural network (PINN) approach to address the problem
of locating scatterers using synthetic aperture radar (SAR). The proposed approach uses the …