Invention Grant
- Patent Title: Method of manufacturing a semiconductor device and process control system for a semiconductor manufacturing assembly
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Application No.: US17180346Application Date: 2021-02-19
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Publication No.: US11429091B2Publication Date: 2022-08-30
- Inventor: Philip Gröger
- Applicant: KLA CORPORATION
- Applicant Address: US CA Milpitas
- Assignee: KLA CORPORATION
- Current Assignee: KLA CORPORATION
- Current Assignee Address: US CA Milpitas
- Agency: Hodgson Russ LLP
- Main IPC: G05B19/418
- IPC: G05B19/418

Abstract:
A method of manufacturing a semiconductor device includes defining a sampling plan in a process control system. Measurement values are obtained at the first number N of the sample points. The first number of measurement values are modelled using a wafer model to generate a first set of coefficients according to a reference model. A second number M of the first number N of sample points is randomly selected. The second number M of measurement values obtained at the second number M of sample points is modelled using the wafer model to generate a second set of coefficients according to a phase_1 model. One of the M sample points is randomly replaced by one of the N−M sample points to obtain a subsample. The measurement values of the subsample are modelled using the wafer model to generate a third set of coefficients according to a phase_2 model.
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