Monte Carlo Simulation for Analyzing Yield of An Electric Circuit

Patent №

US 9,846,753

Granted

2017-12-19

Filed 2014

Owner

SAMSUNG ELECTRONICS CO.,LTD.

Lab

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14215577

In a simulation system and method thereof, the simulation includes, when a function value for a nominal point (NP) of an input is a first value, running a first simulation on the input; and when the function value for the NP of the input is a second value different from the first value, running a second simulation on the input. Here, the running of the second simulation may include (a) setting a boundary of an input distribution for the second value as a first distribution value, (b) generating input samples within the set boundary of the input distribution, (c) obtaining a worst case point (WCP) for the input by performing machine learning on the generated input samples, and (d) repeatedly performing the steps (a) to (c) while shifting the boundary of the input distribution until the boundary of the input distribution reaches a minimum critical value.

AI classification

AI hardware1.00
Machine learning1.00
Planning1.00
Knowledge representation0.35
Evolutionary computation0.25
Vision0.19
Natural language0.00
Speech0.00

Ownership

SAMSUNG ELECTRONICS CO.,LTD.

assignment · 346120637

Assignors

LEE, JIN-YOUNG, HAN, CHANG-HO

On an employer assignment, the assignors are typically the inventors.

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