Methodology for estimating statistical distribution characteristics of physical parameters of semiconductor device

Abstract

A method for estimating statistical distribution characteristics of physical parameters of a semiconductor device includes manufacturing a plurality of semiconductor device chips, each having a plurality of transistors, preparing electrical characteristic data by measuring electrical characteristics of the plurality of transistors included in the plurality of chips, extracting an inter-chip distribution characteristic and an intra-chip distribution characteristic of the electrical characteristics by analyzing the electrical characteristic data, generating random number data satisfying the extracted inter-chip and intra-chip distribution characteristics, and performing a simulation for extracting statistical distribution characteristic data of the physical parameters of the chips, based on the random number data.

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