JP6931084B2 - 光学検査結果に発する計量案内型検査サンプルシェイピング - Google Patents
光学検査結果に発する計量案内型検査サンプルシェイピング Download PDFInfo
- Publication number
- JP6931084B2 JP6931084B2 JP2019559038A JP2019559038A JP6931084B2 JP 6931084 B2 JP6931084 B2 JP 6931084B2 JP 2019559038 A JP2019559038 A JP 2019559038A JP 2019559038 A JP2019559038 A JP 2019559038A JP 6931084 B2 JP6931084 B2 JP 6931084B2
- Authority
- JP
- Japan
- Prior art keywords
- wafer
- interpolation
- inspection
- controller
- data
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
Images
Classifications
-
- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01L—SEMICONDUCTOR DEVICES NOT COVERED BY CLASS H10
- H01L22/00—Testing or measuring during manufacture or treatment; Reliability measurements, i.e. testing of parts without further processing to modify the parts as such; Structural arrangements therefor
- H01L22/10—Measuring as part of the manufacturing process
- H01L22/12—Measuring as part of the manufacturing process for structural parameters, e.g. thickness, line width, refractive index, temperature, warp, bond strength, defects, optical inspection, electrical measurement of structural dimensions, metallurgic measurement of diffusions
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N23/00—Investigating or analysing materials by the use of wave or particle radiation, e.g. X-rays or neutrons, not covered by groups G01N3/00 – G01N17/00, G01N21/00 or G01N22/00
- G01N23/22—Investigating or analysing materials by the use of wave or particle radiation, e.g. X-rays or neutrons, not covered by groups G01N3/00 – G01N17/00, G01N21/00 or G01N22/00 by measuring secondary emission from the material
- G01N23/225—Investigating or analysing materials by the use of wave or particle radiation, e.g. X-rays or neutrons, not covered by groups G01N3/00 – G01N17/00, G01N21/00 or G01N22/00 by measuring secondary emission from the material using electron or ion
- G01N23/2251—Investigating or analysing materials by the use of wave or particle radiation, e.g. X-rays or neutrons, not covered by groups G01N3/00 – G01N17/00, G01N21/00 or G01N22/00 by measuring secondary emission from the material using electron or ion using incident electron beams, e.g. scanning electron microscopy [SEM]
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01Q—SCANNING-PROBE TECHNIQUES OR APPARATUS; APPLICATIONS OF SCANNING-PROBE TECHNIQUES, e.g. SCANNING PROBE MICROSCOPY [SPM]
- G01Q90/00—Scanning-probe techniques or apparatus not otherwise provided for
-
- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01L—SEMICONDUCTOR DEVICES NOT COVERED BY CLASS H10
- H01L22/00—Testing or measuring during manufacture or treatment; Reliability measurements, i.e. testing of parts without further processing to modify the parts as such; Structural arrangements therefor
- H01L22/20—Sequence of activities consisting of a plurality of measurements, corrections, marking or sorting steps
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/84—Systems specially adapted for particular applications
- G01N21/88—Investigating the presence of flaws or contamination
- G01N21/8851—Scan or image signal processing specially adapted therefor, e.g. for scan signal adjustment, for detecting different kinds of defects, for compensating for structures, markings, edges
- G01N2021/8854—Grading and classifying of flaws
- G01N2021/8867—Grading and classifying of flaws using sequentially two or more inspection runs, e.g. coarse and fine, or detecting then analysing
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/84—Systems specially adapted for particular applications
- G01N21/88—Investigating the presence of flaws or contamination
- G01N21/95—Investigating the presence of flaws or contamination characterised by the material or shape of the object to be examined
- G01N21/9501—Semiconductor wafers
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/84—Systems specially adapted for particular applications
- G01N21/88—Investigating the presence of flaws or contamination
- G01N21/95—Investigating the presence of flaws or contamination characterised by the material or shape of the object to be examined
- G01N21/956—Inspecting patterns on the surface of objects
- G01N21/95607—Inspecting patterns on the surface of objects using a comparative method
Landscapes
- Engineering & Computer Science (AREA)
- Manufacturing & Machinery (AREA)
- Power Engineering (AREA)
- Microelectronics & Electronic Packaging (AREA)
- Computer Hardware Design (AREA)
- Health & Medical Sciences (AREA)
- Physics & Mathematics (AREA)
- General Health & Medical Sciences (AREA)
- General Physics & Mathematics (AREA)
- Analytical Chemistry (AREA)
- Pathology (AREA)
- Immunology (AREA)
- Biochemistry (AREA)
- Chemical & Material Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
- Radiology & Medical Imaging (AREA)
- Testing Or Measuring Of Semiconductors Or The Like (AREA)
- Analysing Materials By The Use Of Radiation (AREA)
Applications Claiming Priority (5)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201762502459P | 2017-05-05 | 2017-05-05 | |
| US62/502,459 | 2017-05-05 | ||
| US15/671,230 US10598617B2 (en) | 2017-05-05 | 2017-08-08 | Metrology guided inspection sample shaping of optical inspection results |
| US15/671,230 | 2017-08-08 | ||
| PCT/US2018/031002 WO2018204731A1 (en) | 2017-05-05 | 2018-05-04 | Metrology guided inspection sample shaping from optical inspection results |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| JP2020519017A JP2020519017A (ja) | 2020-06-25 |
| JP2020519017A5 JP2020519017A5 (enExample) | 2021-06-10 |
| JP6931084B2 true JP6931084B2 (ja) | 2021-09-01 |
Family
ID=64014591
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2019559038A Active JP6931084B2 (ja) | 2017-05-05 | 2018-05-04 | 光学検査結果に発する計量案内型検査サンプルシェイピング |
Country Status (6)
| Country | Link |
|---|---|
| US (1) | US10598617B2 (enExample) |
| JP (1) | JP6931084B2 (enExample) |
| KR (1) | KR102324687B1 (enExample) |
| CN (1) | CN110582842B (enExample) |
| TW (1) | TWI750368B (enExample) |
| WO (1) | WO2018204731A1 (enExample) |
Families Citing this family (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US10679333B2 (en) * | 2018-03-14 | 2020-06-09 | Kla-Tencor Corporation | Defect detection, classification, and process window control using scanning electron microscope metrology |
| WO2021140515A1 (en) * | 2020-01-07 | 2021-07-15 | Nova Measuring Instruments Ltd. | Detecting outliers and anomalies for ocd metrology machine learning |
| US11967060B2 (en) * | 2020-08-25 | 2024-04-23 | Kla Corporation | Wafer level spatial signature grouping using transfer learning |
| US12443840B2 (en) | 2020-10-09 | 2025-10-14 | Kla Corporation | Dynamic control of machine learning based measurement recipe optimization |
| WO2023285138A1 (en) * | 2021-07-13 | 2023-01-19 | Asml Holding N.V. | Metrology systems with phased arrays for contaminant detection and microscopy |
| US20230317528A1 (en) * | 2022-03-31 | 2023-10-05 | Mellanox Technologies, Ltd. | Efficient Semiconductor Metrology Using Machine Learning |
| WO2025021438A1 (en) * | 2023-07-24 | 2025-01-30 | Asml Netherlands B.V. | A multiple-device training flow to reduce the time-to-recipe for computational guided inspection |
Family Cites Families (28)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6171737B1 (en) | 1998-02-03 | 2001-01-09 | Advanced Micro Devices, Inc. | Low cost application of oxide test wafer for defect monitor in photolithography process |
| US6121156A (en) | 1998-04-28 | 2000-09-19 | Cypress Semiconductor Corporation | Contact monitor, method of forming same and method of analyzing contact-, via-and/or trench-forming processes in an integrated circuit |
| US6408219B2 (en) | 1998-05-11 | 2002-06-18 | Applied Materials, Inc. | FAB yield enhancement system |
| US6701259B2 (en) | 2000-10-02 | 2004-03-02 | Applied Materials, Inc. | Defect source identifier |
| US6744266B2 (en) | 2000-10-02 | 2004-06-01 | Applied Materials, Inc. | Defect knowledge library |
| US7804994B2 (en) * | 2002-02-15 | 2010-09-28 | Kla-Tencor Technologies Corporation | Overlay metrology and control method |
| US6828542B2 (en) | 2002-06-07 | 2004-12-07 | Brion Technologies, Inc. | System and method for lithography process monitoring and control |
| US7207017B1 (en) | 2004-06-10 | 2007-04-17 | Advanced Micro Devices, Inc. | Method and system for metrology recipe generation and review and analysis of design, simulation and metrology results |
| US7853920B2 (en) | 2005-06-03 | 2010-12-14 | Asml Netherlands B.V. | Method for detecting, sampling, analyzing, and correcting marginal patterns in integrated circuit manufacturing |
| EP1955225A4 (en) * | 2005-11-18 | 2009-11-04 | Kla Tencor Tech Corp | METHOD AND SYSTEMS FOR USE OF DESIGN DATA IN COMBINATION WITH TEST DATA |
| US7962866B2 (en) * | 2006-12-29 | 2011-06-14 | Cadence Design Systems, Inc. | Method, system, and computer program product for determining three-dimensional feature characteristics in electronic designs |
| WO2008086282A2 (en) | 2007-01-05 | 2008-07-17 | Kla-Tencor Corporation | Methods and systems for using electrical information for a device being fabricated on a wafer to perform one or more defect-related functions |
| US8559001B2 (en) * | 2010-01-11 | 2013-10-15 | Kla-Tencor Corporation | Inspection guided overlay metrology |
| US9620426B2 (en) * | 2010-02-18 | 2017-04-11 | Kla-Tencor Corporation | Method and system for providing process tool correctables using an optimized sampling scheme with smart interpolation |
| JP5672941B2 (ja) * | 2010-10-21 | 2015-02-18 | ソニー株式会社 | 画像処理装置、および画像処理方法、並びにプログラム |
| US8429570B2 (en) * | 2010-10-28 | 2013-04-23 | International Business Machines Corporation | Pattern recognition with edge correction for design based metrology |
| US8495527B2 (en) * | 2010-10-28 | 2013-07-23 | International Business Machines Corporation | Pattern recognition with edge correction for design based metrology |
| KR101943593B1 (ko) * | 2011-04-06 | 2019-01-30 | 케이엘에이-텐코 코포레이션 | 공정 제어를 개선하기 위한 품질 메트릭 제공 방법 및 시스템 |
| US9201022B2 (en) | 2011-06-02 | 2015-12-01 | Taiwan Semiconductor Manufacturing Company, Ltd. | Extraction of systematic defects |
| US9240360B2 (en) * | 2012-07-25 | 2016-01-19 | International Business Machines Corporation | Run-to-run control utilizing virtual metrology in semiconductor manufacturing |
| US9098891B2 (en) | 2013-04-08 | 2015-08-04 | Kla-Tencor Corp. | Adaptive sampling for semiconductor inspection recipe creation, defect review, and metrology |
| US9110039B2 (en) * | 2013-07-25 | 2015-08-18 | Kla-Tencor Corporation | Auto-focus system and methods for die-to-die inspection |
| US9784690B2 (en) * | 2014-05-12 | 2017-10-10 | Kla-Tencor Corporation | Apparatus, techniques, and target designs for measuring semiconductor parameters |
| KR102548650B1 (ko) * | 2014-10-03 | 2023-06-27 | 케이엘에이 코포레이션 | 검증 계측 타겟 및 그 설계 |
| US9903711B2 (en) * | 2015-04-06 | 2018-02-27 | KLA—Tencor Corporation | Feed forward of metrology data in a metrology system |
| US10359371B2 (en) | 2015-08-24 | 2019-07-23 | Kla-Tencor Corp. | Determining one or more characteristics of a pattern of interest on a specimen |
| US10380728B2 (en) * | 2015-08-31 | 2019-08-13 | Kla-Tencor Corporation | Model-based metrology using images |
| US10101676B2 (en) * | 2015-09-23 | 2018-10-16 | KLA—Tencor Corporation | Spectroscopic beam profile overlay metrology |
-
2017
- 2017-08-08 US US15/671,230 patent/US10598617B2/en active Active
-
2018
- 2018-05-03 TW TW107114978A patent/TWI750368B/zh active
- 2018-05-04 KR KR1020197035756A patent/KR102324687B1/ko active Active
- 2018-05-04 JP JP2019559038A patent/JP6931084B2/ja active Active
- 2018-05-04 WO PCT/US2018/031002 patent/WO2018204731A1/en not_active Ceased
- 2018-05-04 CN CN201880029393.5A patent/CN110582842B/zh active Active
Also Published As
| Publication number | Publication date |
|---|---|
| TW201907156A (zh) | 2019-02-16 |
| WO2018204731A1 (en) | 2018-11-08 |
| CN110582842B (zh) | 2021-02-23 |
| US20180321168A1 (en) | 2018-11-08 |
| JP2020519017A (ja) | 2020-06-25 |
| CN110582842A (zh) | 2019-12-17 |
| TWI750368B (zh) | 2021-12-21 |
| KR102324687B1 (ko) | 2021-11-10 |
| KR20190138891A (ko) | 2019-12-16 |
| US10598617B2 (en) | 2020-03-24 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| JP6931084B2 (ja) | 光学検査結果に発する計量案内型検査サンプルシェイピング | |
| JP7216822B2 (ja) | 画素レベル画像定量のための深層学習式欠陥検出及び分類方式の使用 | |
| KR102065821B1 (ko) | 디자인 데이터를 사용하여 반도체 웨이퍼 상의 반복적인 결함을 검출하기 위한 방법 및 시스템 | |
| US11275361B2 (en) | Systems and methods for predicting defects and critical dimension using deep learning in the semiconductor manufacturing process | |
| US9767548B2 (en) | Outlier detection on pattern of interest image populations | |
| CN110325843B (zh) | 引导式集成电路缺陷检测 | |
| TW201939634A (zh) | 使用電子束檢測及具有即時情報之深度學習以減少損害的缺陷探索 | |
| JP6096455B2 (ja) | 製造ツールのレシピを生成する方法及びそのシステム | |
| TWI743340B (zh) | 用於偵測缺陷之方法、掃描電子顯微鏡及儲存一程式之非暫時性電腦可讀媒體 | |
| CN108352336A (zh) | 确定样品上所关注图案的一或多个特性 | |
| CN112106180A (zh) | 基于设计的对准的性能监测 | |
| EP4453654A1 (en) | Measurement method and apparatus for semiconductor features with increased throughput | |
| KR102719204B1 (ko) | 노이즈 특성에 기초한 서브케어 영역의 클러스터링 | |
| CN112292753B (zh) | 用于更好的设计对准的目标选择改进 | |
| TW202524072A (zh) | 用於校正、預測及控制euv微影中隨機缺陷之方法 | |
| KR102695202B1 (ko) | 해석가능한 딥 러닝 기반의 결함 검출 및 분류 | |
| JP7675179B2 (ja) | 画像ハッシュを用いた教師なしパターン同義物検出 | |
| US20240311698A1 (en) | Measurement method and apparatus for semiconductor features with increased throughput | |
| TW202544739A (zh) | 用於提供一或多個半導體取樣的資訊的圖像之間的配準的系統和方法 | |
| CN120917381A (zh) | 在没有地面实况信息的情况下监测cgi模型性能的方法 |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20210420 |
|
| A621 | Written request for application examination |
Free format text: JAPANESE INTERMEDIATE CODE: A621 Effective date: 20210420 |
|
| A871 | Explanation of circumstances concerning accelerated examination |
Free format text: JAPANESE INTERMEDIATE CODE: A871 Effective date: 20210420 |
|
| TRDD | Decision of grant or rejection written | ||
| A01 | Written decision to grant a patent or to grant a registration (utility model) |
Free format text: JAPANESE INTERMEDIATE CODE: A01 Effective date: 20210727 |
|
| A61 | First payment of annual fees (during grant procedure) |
Free format text: JAPANESE INTERMEDIATE CODE: A61 Effective date: 20210812 |
|
| R150 | Certificate of patent or registration of utility model |
Ref document number: 6931084 Country of ref document: JP Free format text: JAPANESE INTERMEDIATE CODE: R150 |
|
| R250 | Receipt of annual fees |
Free format text: JAPANESE INTERMEDIATE CODE: R250 |
|
| R250 | Receipt of annual fees |
Free format text: JAPANESE INTERMEDIATE CODE: R250 |