Invention Grant
- Patent Title: Multidimensional process window optimization in semiconductor manufacturing
- Patent Title (中): 半导体制造中的多维过程窗口优化
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Application No.: US12135522Application Date: 2008-06-09
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Publication No.: US07962234B2Publication Date: 2011-06-14
- Inventor: Yunsheng Song , Xu Ouyang , James P. Rice
- Applicant: Yunsheng Song , Xu Ouyang , James P. Rice
- Applicant Address: US NY Armonk
- Assignee: International Business Machines Corporation
- Current Assignee: International Business Machines Corporation
- Current Assignee Address: US NY Armonk
- Agent Ian D. MacKinnon
- Main IPC: G06F19/00
- IPC: G06F19/00

Abstract:
A method for optimizing multiple process windows in a semiconductor manufacturing process is disclosed. The method comprises performing dependent variable composition on a plurality of dependent variables. Metrology data is joined with the dependent variables, and then a partial least squares regression is performed on the joined data set to obtain a prediction equation, and a variable importance prediction for each process window in a process window set. A set of product limited yield are derived, and the process window, set is adjusted, and the yields recalculated, until an optimal process window set is derived.
Public/Granted literature
- US20090306807A1 MULTIDIMENSIONAL PROCESS WINDOW OPTIMIZATION IN SEMICONDUCTOR MANUFACTURING Public/Granted day:2009-12-10
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