CRITICAL DIMENSION STATISTICAL PROCESS CONTROL IN SEMICONDUCTOR FABRICATION

Patent №

US 6,799,152

Granted

2004-09-28

Filed 2002

Owner

MACRONIX INTERNATIONAL CO., LTD.

Lab

AI components

1

kr

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10206268

The current invention provides a method for analyzing process variations that occur during integrated circuit fabrication. Critical dimension data is collected for each layer of the integrated circuit fabrication process for a period of time and a shift indicator that indicates variation in the critical dimension data for each layer of the integrated circuit fabrication process is calculated. A machine drift significance indicator is also calculated for each machine used in each layer of the integrated circuit fabrication process, and a maximum shift of mean value for each layer of the integrated circuit fabrication process is defined. The shift indicator, the maximum shift of mean value and the machine drift significance indicator are used to determine at least one likely cause of variation in critical dimension for each layer of the integrated circuit fabrication process.

Knowledge representationG07C 3/146G06F 30/00G06F 2111/08

AI classification

Knowledge representation0.57
Planning0.28
AI hardware0.16
Vision0.01
Machine learning0.00
Natural language0.00
Evolutionary computation0.00
Speech0.00

Ownership

MACRONIX INTERNATIONAL CO., LTD.

assignment · 131610899

Assignors

CHEN, CHIH-PING, HSU, SHAO-CHUNG, LIU, DE-CHUAN, LU, JUNG-KUEI, LIN, CHENG-YI, YANG, TA-HUNG, LIU, HSIN-CHENG, TING, MAO-I, SHIH, YIH-CHENG

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

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