GAN-driven Electromagnetic Imaging of 2-D Dielectric Scatterers

no code implementations • 16 Feb 2024 • Ehtasham Naseer, Ali Imran Sandhu, Muhammad Adnan Siddique, Waqas W. Ahmed, Mohamed Farhat, Ying Wu

The images reconstructed at the output of the inverse network are validated through comparison with outputs from the forward neural network, addressing the non-uniqueness challenge inherent to electromagnetic (EM) imaging problems.

Deterministic and probabilistic deep learning models for inverse design of broadband acoustic cloak

no code implementations • 28 Oct 2020 • Waqas W. Ahmed, Mohamed Farhat, Xiangliang Zhang, Ying Wu

Concealing an object from incoming waves (light and/or sound) remained science fiction for a long time due to the absence of wave-shielding materials in nature.

Applied Physics Computational Physics