Nature

Device simulations with A U-Net model predicting physical quantities in two-dimensional landscapes

Since the new Integrated Circuit technologies keep scaling down, the design of the new MOSFET device becomes more challenging. Technology Computer-Aided Design (TCAD), as an electronic design ...
Nature

Using U-Net convolutional neural network to model pixel-based electrostatic potential distributions in GaN power MIS-HEMTs

Gallium nitride high electron mobility transistors (GaN HEMTs) are attractive due to two-dimensional electron gas (2DEG), large breakdown E-field, and the wide bandgap. Recently, thanks for the ...