16 citations · 21 across the 2 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2023★ 5 cited
Device Image-IV Mapping using Variational Autoencoder for Inverse Design and Forward Prediction
Thomas Lu, Albert Lu, Hiu Yung Wong
This paper demonstrates the learning of the underlying device physics by mapping device structure images to their corresponding Current-Voltage (IV) characteristics using a novel f…
cs.LG2022★ 16 cited
Vertical GaN Diode BV Maximization through Rapid TCAD Simulation and ML-enabled Surrogate Model
Albert Lu, Jordan Marshall, Yifan Wang +3
In this paper, two methodologies are used to speed up the maximization of the breakdown volt-age (BV) of a vertical GaN diode that has a theoretical maximum BV of ~2100V. Firstly,…