Deep-learning-based inverse-designed millimeter-wave passives and power amplifiers

EA Karahan, Z Liu, K Sengupta - IEEE Journal of Solid-State …, 2023 - ieeexplore.ieee.org
This work describes deep-learning-enabled inverse design of multi-port electromagnetic
(EM) structures co-designed with circuits that can enable the synthesis of novel high …

Transfer Learning Based Rapid Design of Frequency and Dielectric Agile Antennas

A Gupta, UK Khankhoje - IEEE Journal on Multiscale and …, 2024 - ieeexplore.ieee.org
Deep learning frameworks are gaining prominence in the electromagnetics community for
designing microwave and mm-wave devices. This paper presents a computationally efficient …