Design of machine learning based framework for semiconductor device analysis

Abstract

The quest for making sub nano regime devices is posing several challenges to the electronics industry such as high leakage current high DIBL hot electron effect and other short channel effects Technology Computer Aided Design TCAD simulations can help overcome all these issues in the best possible manner provided it gives reliable and accurate results The solution accuracy of the TCAD simulations depends mainly on two main factors 1 Transport model employed for the analysis and 2 Num...