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 PDF

Info

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
Application number
JP2019559038A
Other languages
English (en)
Japanese (ja)
Other versions
JP2020519017A5 (https=
JP2020519017A (ja
Inventor
カウシク サー
カウシク サー
アンドリュー ジェイムズ クロス
アンドリュー ジェイムズ クロス
アントニオ マーニ
アントニオ マーニ
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
KLA Corp
Original Assignee
KLA Corp
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by KLA Corp filed Critical KLA Corp
Publication of JP2020519017A publication Critical patent/JP2020519017A/ja
Publication of JP2020519017A5 publication Critical patent/JP2020519017A5/ja
Application granted granted Critical
Publication of JP6931084B2 publication Critical patent/JP6931084B2/ja
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N23/00Investigating 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
    • G01N23/22Investigating 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
    • G01N23/225Investigating 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
    • G01N23/2251Investigating 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]
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01QSCANNING-PROBE TECHNIQUES OR APPARATUS; APPLICATIONS OF SCANNING-PROBE TECHNIQUES, e.g. SCANNING PROBE MICROSCOPY [SPM]
    • G01Q90/00Scanning-probe techniques or apparatus not otherwise provided for
    • HELECTRICITY
    • H10SEMICONDUCTOR DEVICES; ELECTRIC SOLID-STATE DEVICES NOT OTHERWISE PROVIDED FOR
    • H10PGENERIC PROCESSES OR APPARATUS FOR THE MANUFACTURE OR TREATMENT OF DEVICES COVERED BY CLASS H10
    • H10P74/00Testing or measuring during manufacture or treatment of wafers, substrates or devices
    • H10P74/23Testing or measuring during manufacture or treatment of wafers, substrates or devices characterised by multiple measurements, corrections, marking or sorting processes
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/84Systems specially adapted for particular applications
    • G01N21/88Investigating the presence of flaws or contamination
    • G01N21/8851Scan 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
    • G01N2021/8854Grading and classifying of flaws
    • G01N2021/8867Grading and classifying of flaws using sequentially two or more inspection runs, e.g. coarse and fine, or detecting then analysing
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/84Systems specially adapted for particular applications
    • G01N21/88Investigating the presence of flaws or contamination
    • G01N21/95Investigating the presence of flaws or contamination characterised by the material or shape of the object to be examined
    • G01N21/9501Semiconductor wafers
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/84Systems specially adapted for particular applications
    • G01N21/88Investigating the presence of flaws or contamination
    • G01N21/95Investigating the presence of flaws or contamination characterised by the material or shape of the object to be examined
    • G01N21/956Inspecting patterns on the surface of objects
    • G01N21/95607Inspecting patterns on the surface of objects using a comparative method
    • HELECTRICITY
    • H10SEMICONDUCTOR DEVICES; ELECTRIC SOLID-STATE DEVICES NOT OTHERWISE PROVIDED FOR
    • H10PGENERIC PROCESSES OR APPARATUS FOR THE MANUFACTURE OR TREATMENT OF DEVICES COVERED BY CLASS H10
    • H10P74/00Testing or measuring during manufacture or treatment of wafers, substrates or devices
    • H10P74/20Testing or measuring during manufacture or treatment of wafers, substrates or devices characterised by the properties tested or measured, e.g. structural or electrical properties
    • H10P74/203Structural properties, e.g. testing or measuring thicknesses, line widths, warpage, bond strengths or physical defects

Landscapes

  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Chemical & Material Sciences (AREA)
  • Biochemistry (AREA)
  • Analytical Chemistry (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Immunology (AREA)
  • Pathology (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)
JP2019559038A 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 Active JP6931084B2 (ja)

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 (https=) 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 (https=)
JP (1) JP6931084B2 (https=)
KR (1) KR102324687B1 (https=)
CN (1) CN110582842B (https=)
TW (1) TWI750368B (https=)
WO (1) WO2018204731A1 (https=)

Families Citing this family (7)

* Cited by examiner, † Cited by third party
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
US12038271B2 (en) * 2020-01-07 2024-07-16 Nova 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
US20240319617A1 (en) * 2021-07-13 2024-09-26 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
CN121586867A (zh) * 2023-07-24 2026-02-27 Asml荷兰有限公司 减少用于计算引导检查的工艺配方时间的多器件训练流程

Family Cites Families (28)

* Cited by examiner, † Cited by third party
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
US6744266B2 (en) 2000-10-02 2004-06-01 Applied Materials, Inc. Defect knowledge library
US6701259B2 (en) 2000-10-02 2004-03-02 Applied Materials, Inc. Defect source identifier
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
KR101565071B1 (ko) * 2005-11-18 2015-11-03 케이엘에이-텐코 코포레이션 검사 데이터와 조합하여 설계 데이터를 활용하는 방법 및 시스템
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
US8194968B2 (en) 2007-01-05 2012-06-05 Kla-Tencor Corp. 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
US8495527B2 (en) * 2010-10-28 2013-07-23 International Business Machines Corporation Pattern recognition with edge correction for design based metrology
US8429570B2 (en) * 2010-10-28 2013-04-23 International Business Machines Corporation Pattern recognition with edge correction for design based metrology
WO2012138758A1 (en) * 2011-04-06 2012-10-11 Kla-Tencor Corporation Method and system for providing a quality metric for improved process control
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
TWI703651B (zh) * 2014-10-03 2020-09-01 美商克萊譚克公司 驗證度量目標及其設計
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

Also Published As

Publication number Publication date
KR102324687B1 (ko) 2021-11-10
CN110582842A (zh) 2019-12-17
CN110582842B (zh) 2021-02-23
TW201907156A (zh) 2019-02-16
US10598617B2 (en) 2020-03-24
US20180321168A1 (en) 2018-11-08
KR20190138891A (ko) 2019-12-16
TWI750368B (zh) 2021-12-21
WO2018204731A1 (en) 2018-11-08
JP2020519017A (ja) 2020-06-25

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
US9767548B2 (en) Outlier detection on pattern of interest image populations
CN110325843B (zh) 引导式集成电路缺陷检测
US20190004504A1 (en) Systems and methods for predicting defects and critical dimension using deep learning in the semiconductor manufacturing process
CN111837229A (zh) 扫描电子显微镜图像中的半监督异常检测
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
CN115769255B (zh) 扫描电子显微镜图像锚定阵列的设计
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
CN115280479B (zh) 使用检验工具以确定用于样本的类计量的信息
CN121280316A (zh) 使用神经网络的多晶粒缺陷检测
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
KR20260054021A (ko) 반도체 시편의 이미지에서의 에지 검출
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