APPARATUS AND METHODS FOR PREDICTING WAFER-LEVEL DEFECT PRINTABILITY

Patent №

US 9,547,892

Granted

2017-01-17

Filed 2015

Owner

KLA-TENCOR CORPORATION

Lab

AI components

1

vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14822571

Disclosed are methods and apparatus for qualifying a photolithographic reticle. A reticle inspection tool is used to acquire images at different imaging configurations from each of the pattern areas of a calibration reticle. A reticle near field is recovered for each of the pattern areas of the calibration reticle based on the acquired images from each pattern area of the calibration reticle. Using the recovered reticle near field for the calibration reticle, a lithography model for simulating wafer images is generated based on the reticle near field. Images are then acquired at different imaging configurations from each of the pattern areas of a test reticle. A reticle near field for the test reticle is then recovered based on the acquired images from the test reticle. The generated model is applied to the reticle near field for the test reticle to simulate a plurality of test wafer images, and the simulated test wafer images are analyzed to determine whether the test reticle will likely result in an unstable or defective wafer.

VisionG06T 7/001G01N 21/956G01N 2021/95676G06T 2207/10144G06T 2207/10152G06T 2207/30148

AI classification

Vision0.89
Machine learning0.01
Evolutionary computation0.01
AI hardware0.00
Planning0.00
Speech0.00
Natural language0.00
Knowledge representation0.00

Ownership

KLA-TENCOR CORPORATION

assignment · 400100178

Assignors

SHI, RUI-FANG, SEZGINER, ABDURRAHMAN

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

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