TCAD Sensitivity Analysis for Device Optimization

We explore the use of sensitivity analysis for technology computer-aided design (TCAD) optimization. By directly coupling device response to model parameters, our approach may be used to generate derivatives for gradient-based optimization. An example is presented for inverse modeling of a doping profile. We compare the number of simulations required, and accuracy, to a design of experiments (DOE) based optimization.