3 papers
cs.CV2023
Image Classifier Based Generative Method for Planar Antenna Design
Yang Zhong, Weiping Dou, Andrew Cohen +4
To extend the antenna design on printed circuit boards (PCBs) for more engineers of interest, we propose a simple method that models PCB antennas with a few basic components. By ta…
cs.LG2023
Sample-efficient Surrogate Model for Frequency Response of Linear PDEs using Self-Attentive Complex Polynomials
Andrew Cohen, Weiping Dou, Jiang Zhu +7
Linear Partial Differential Equations (PDEs) govern the spatial-temporal dynamics of physical systems that are essential to building modern technology. When working with linear PDE…
cs.LG2022
A Machine Learning Generative Method for Automating Antenna Design and Optimization
Yang Zhong, Peter Renner, Weiping Dou +3
To facilitate the antenna design with the aid of computer, one of the practices in consumer electronic industry is to model and optimize antenna performances with a simplified ante…