SYSTEM AND METHOD FOR MANAGING SEMICONDUCTOR MANUFACTURING DEFECTS

Patent №

US 10,089,161

Granted

2018-10-02

Filed 2017

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

2

planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15805414

The present disclosure generally provides for a method of managing semiconductor manufacturing defects. The method includes: determining a cumulative aging parameter for each of a plurality of first IC products produced with a particular manufacturing line, the cumulative aging parameter being dependent on a product operating condition; calculating an observed defect rate for the plurality of first IC products based on a difference between a predicted value of the aging parameter and the cumulative aging parameter for each of the plurality of first IC products; and adjusting a manufacturing reliability model for the particular manufacturing line in response to the observed defect rate being different from a predicted defect rate for the plurality of first IC products.

PlanningEvolutionary computationG06F 11/008H01L 22/10H01L 22/20H10P 74/20H10P 74/23G01R 31/2849

AI classification

Evolutionary computation1.00
Planning0.98
Knowledge representation0.19
Vision0.06
Machine learning0.01
AI hardware0.01
Natural language0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 440520066

Assignors

BICKFORD, JEANNE P.S., HABIB, NAZMUL, LI, BAOZHEN, NSAME, PASCAL A.

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

From the same owner

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