JP2022010553A5 - - Google Patents
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- JP2022010553A5 JP2022010553A5 JP2020111199A JP2020111199A JP2022010553A5 JP 2022010553 A5 JP2022010553 A5 JP 2022010553A5 JP 2020111199 A JP2020111199 A JP 2020111199A JP 2020111199 A JP2020111199 A JP 2020111199A JP 2022010553 A5 JP2022010553 A5 JP 2022010553A5
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- Prior art keywords
- spectra
- spectrum
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- 238000001228 spectrum Methods 0.000 claims 141
- 238000005498 polishing Methods 0.000 claims 37
- 239000000758 substrate Substances 0.000 claims 35
- 238000005259 measurement Methods 0.000 claims 19
- 238000013145 classification model Methods 0.000 claims 10
- 238000000034 method Methods 0.000 claims 9
- 238000013213 extrapolation Methods 0.000 claims 6
- 238000010801 machine learning Methods 0.000 claims 3
- 230000003595 spectral effect Effects 0.000 claims 3
- 230000003287 optical effect Effects 0.000 claims 2
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Priority Applications (5)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP2020111199A JP7389718B2 (ja) | 2020-06-29 | 2020-06-29 | 研磨方法、研磨装置、およびプログラムを記録したコンピュータ読み取り可能な記録媒体 |
| US17/340,548 US20210402550A1 (en) | 2020-06-29 | 2021-06-07 | Polishing method, polishing apparatus, and computer-readable storage medium storing program |
| TW110121320A TWI899255B (zh) | 2020-06-29 | 2021-06-11 | 研磨方法、研磨裝置、及記錄有程式之電腦可讀取記錄媒體 |
| KR1020210080554A KR20220001474A (ko) | 2020-06-29 | 2021-06-22 | 연마 방법, 연마 장치 및 프로그램을 기록한 컴퓨터 판독 가능한 기록 매체 |
| CN202110717711.0A CN113927374A (zh) | 2020-06-29 | 2021-06-28 | 研磨方法、研磨装置及计算机可读取的记录介质 |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP2020111199A JP7389718B2 (ja) | 2020-06-29 | 2020-06-29 | 研磨方法、研磨装置、およびプログラムを記録したコンピュータ読み取り可能な記録媒体 |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| JP2022010553A JP2022010553A (ja) | 2022-01-17 |
| JP2022010553A5 true JP2022010553A5 (enExample) | 2022-10-26 |
| JP7389718B2 JP7389718B2 (ja) | 2023-11-30 |
Family
ID=79032185
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2020111199A Active JP7389718B2 (ja) | 2020-06-29 | 2020-06-29 | 研磨方法、研磨装置、およびプログラムを記録したコンピュータ読み取り可能な記録媒体 |
Country Status (4)
| Country | Link |
|---|---|
| US (1) | US20210402550A1 (enExample) |
| JP (1) | JP7389718B2 (enExample) |
| KR (1) | KR20220001474A (enExample) |
| CN (1) | CN113927374A (enExample) |
Families Citing this family (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP7547275B2 (ja) * | 2021-03-31 | 2024-09-09 | 株式会社荏原製作所 | ワークピースの膜厚を推定するモデルを作成する方法、そのようなモデルを用いてワークピースの研磨中に膜厚を推定する方法、およびコンピュータにこれらの方法を実行させるためのプログラム |
| JPWO2023189656A1 (enExample) * | 2022-03-30 | 2023-10-05 | ||
| JP2024040885A (ja) * | 2022-09-13 | 2024-03-26 | 株式会社荏原製作所 | 研磨装置におけるグラフの表示方法およびコンピュータプログラム |
| CN118254096B (zh) * | 2024-05-29 | 2024-08-16 | 北京特思迪半导体设备有限公司 | 用于原位测量膜厚的方法、参考光谱生成方法及设备 |
| CN118254098B (zh) * | 2024-05-29 | 2024-08-16 | 北京特思迪半导体设备有限公司 | 用于原位测量膜厚的方法、参考光谱生成方法及设备 |
| WO2025246244A1 (zh) * | 2024-05-29 | 2025-12-04 | 北京特思迪半导体设备有限公司 | 用于原位测量膜厚的方法、参考光谱生成方法及设备 |
| CN118254097B (zh) * | 2024-05-29 | 2024-09-10 | 北京特思迪半导体设备有限公司 | 用于原位测量膜厚的方法及化学机械抛光设备 |
Family Cites Families (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6806948B2 (en) | 2002-03-29 | 2004-10-19 | Lam Research Corporation | System and method of broad band optical end point detection for film change indication |
| US7764377B2 (en) * | 2005-08-22 | 2010-07-27 | Applied Materials, Inc. | Spectrum based endpointing for chemical mechanical polishing |
| JP2008244335A (ja) | 2007-03-28 | 2008-10-09 | Tokyo Seimitsu Co Ltd | 光学式研磨終点検出装置の自動光量調整装置及び自動光量調整方法 |
| US8190285B2 (en) * | 2010-05-17 | 2012-05-29 | Applied Materials, Inc. | Feedback for polishing rate correction in chemical mechanical polishing |
| JP5612945B2 (ja) | 2010-07-23 | 2014-10-22 | 株式会社荏原製作所 | 基板の研磨の進捗を監視する方法および研磨装置 |
| JP6005467B2 (ja) | 2011-10-26 | 2016-10-12 | 株式会社荏原製作所 | 研磨方法および研磨装置 |
| US10012494B2 (en) * | 2013-10-25 | 2018-07-03 | Applied Materials, Inc. | Grouping spectral data from polishing substrates |
| JP5903135B2 (ja) | 2014-08-04 | 2016-04-13 | 株式会社東京精密 | 研磨終点検出装置、及び研磨終点検出方法 |
| US11557048B2 (en) * | 2015-11-16 | 2023-01-17 | Applied Materials, Inc. | Thickness measurement of substrate using color metrology |
| WO2020005770A1 (en) * | 2018-06-28 | 2020-01-02 | Applied Materials, Inc. | Training spectrum generation for machine learning system for spectrographic monitoring |
-
2020
- 2020-06-29 JP JP2020111199A patent/JP7389718B2/ja active Active
-
2021
- 2021-06-07 US US17/340,548 patent/US20210402550A1/en active Pending
- 2021-06-22 KR KR1020210080554A patent/KR20220001474A/ko active Pending
- 2021-06-28 CN CN202110717711.0A patent/CN113927374A/zh active Pending
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