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案件記録

METHOD OF PRODUCING A MODEL FOR ESTIMATING FILM THICKNESS OF WORKPIECE, METHOD OF ESTIMATING FILM THICKNESS OF WORKPIECE USING SUCH A MODEL, AND COMPUTER READABLE STORAGE MEDIUM STORING PROGRAM FOR CAUSING COMPUTER TO PERFORM THE METHODS

発明審査中
14請求項 · 2 独立
§ Ⅰ

案件概要

発明者

Nachiketa CHAUHAN; Keita YAGI; Akira NAKAMURA; Rohit KAWDE

IPC分類

G1B 11/6

CPC分類

G1B11/633

A method of producing a model capable of reducing an influence of spectral variation of reflected light from a workpiece, such as a wafer, and capable of determining an accurate film thickness is disclosed. The method includes: determining sample features representing features of sample spectra of reflected lights from a sample having a film; obtaining similarities by calculating a similarity between each of the sample spectra and a representative spectrum; and producing a film-thickness estimation model by performing machine learning using training data including the sample features, the similarities, and film thicknesses corresponding to the sample spectra.

原文(中国語)

A method of producing a model capable of reducing an influence of spectral variation of reflected light from a workpiece, such as a wafer, and capable of determining an accurate film thickness is disclosed. The method includes: determining sample features representing features of sample spectra of reflected lights from a sample having a film; obtaining similarities by calculating a similarity between each of the sample spectra and a representative spectrum; and producing a film-thickness estimation model by performing machine learning using training data including the sample features, the similarities, and film thicknesses corresponding to the sample spectra.

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