Abstract: Machine learning-based embedded systems employed in safety-critical applications such as aerospace and autonomous driving need to be robust against perturbations produced by soft errors.

In this example we run a two-dimensional simulation of a nin-diode on an unstructured triangular grid. A nin-diode is one of the simplest structures used for one-dimensional device simulations.