Based on improved subset sampling algorithm for SEU physical simulation

Abstract

This paper proposes an improved subset sampling algorithm based on machine learning. The physical simulation is executed on SEU cross section of SRAM, which can effectively simulate the real physical process in the single particle effect and reduce the simulation time. The simulation results are good agreement with the experimental results. The proposed method is validly verified.