KR102060209B1 - 공정 인식 계측 - Google Patents
공정 인식 계측 Download PDFInfo
- Publication number
- KR102060209B1 KR102060209B1 KR1020147010969A KR20147010969A KR102060209B1 KR 102060209 B1 KR102060209 B1 KR 102060209B1 KR 1020147010969 A KR1020147010969 A KR 1020147010969A KR 20147010969 A KR20147010969 A KR 20147010969A KR 102060209 B1 KR102060209 B1 KR 102060209B1
- Authority
- KR
- South Korea
- Prior art keywords
- wafer
- optical
- simulating
- computer
- properties
- 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.)
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Classifications
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F30/00—Computer-aided design [CAD]
- G06F30/20—Design optimisation, verification or simulation
- G06F30/23—Design optimisation, verification or simulation using finite element methods [FEM] or finite difference methods [FDM]
-
- G—PHYSICS
- G03—PHOTOGRAPHY; CINEMATOGRAPHY; ANALOGOUS TECHNIQUES USING WAVES OTHER THAN OPTICAL WAVES; ELECTROGRAPHY; HOLOGRAPHY
- G03F—PHOTOMECHANICAL PRODUCTION OF TEXTURED OR PATTERNED SURFACES, e.g. FOR PRINTING, FOR PROCESSING OF SEMICONDUCTOR DEVICES; MATERIALS THEREFOR; ORIGINALS THEREFOR; APPARATUS SPECIALLY ADAPTED THEREFOR
- G03F7/00—Photomechanical, e.g. photolithographic, production of textured or patterned surfaces, e.g. printing surfaces; Materials therefor, e.g. comprising photoresists; Apparatus specially adapted therefor
- G03F7/70—Microphotolithographic exposure; Apparatus therefor
- G03F7/70483—Information management; Active and passive control; Testing; Wafer monitoring, e.g. pattern monitoring
- G03F7/70605—Workpiece metrology
- G03F7/70616—Monitoring the printed patterns
- G03F7/70625—Dimensions, e.g. line width, critical dimension [CD], profile, sidewall angle or edge roughness
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F30/00—Computer-aided design [CAD]
- G06F30/30—Circuit design
- G06F30/39—Circuit design at the physical level
- G06F30/398—Design verification or optimisation, e.g. using design rule check [DRC], layout versus schematics [LVS] or finite element methods [FEM]
-
- 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
-
- 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
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
- G06F17/10—Complex mathematical operations
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F2111/00—Details relating to CAD techniques
- G06F2111/10—Numerical modelling
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F2119/00—Details relating to the type or aim of the analysis or the optimisation
- G06F2119/18—Manufacturability analysis or optimisation for manufacturability
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F30/00—Computer-aided design [CAD]
- G06F30/30—Circuit design
- G06F30/32—Circuit design at the digital level
- G06F30/333—Design for testability [DFT], e.g. scan chain or built-in self-test [BIST]
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16Z—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS, NOT OTHERWISE PROVIDED FOR
- G16Z99/00—Subject matter not provided for in other main groups of this subclass
Landscapes
- Engineering & Computer Science (AREA)
- Computer Hardware Design (AREA)
- Manufacturing & Machinery (AREA)
- Physics & Mathematics (AREA)
- Microelectronics & Electronic Packaging (AREA)
- Power Engineering (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Evolutionary Computation (AREA)
- Geometry (AREA)
- General Engineering & Computer Science (AREA)
- Testing Or Measuring Of Semiconductors Or The Like (AREA)
Applications Claiming Priority (5)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201161538699P | 2011-09-23 | 2011-09-23 | |
| US61/538,699 | 2011-09-23 | ||
| US13/411,433 | 2012-03-02 | ||
| US13/411,433 US8468471B2 (en) | 2011-09-23 | 2012-03-02 | Process aware metrology |
| PCT/US2012/056272 WO2013043831A2 (en) | 2011-09-23 | 2012-09-20 | Process aware metrology |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| KR20140069255A KR20140069255A (ko) | 2014-06-09 |
| KR102060209B1 true KR102060209B1 (ko) | 2019-12-27 |
Family
ID=47912686
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| KR1020147010969A Active KR102060209B1 (ko) | 2011-09-23 | 2012-09-20 | 공정 인식 계측 |
Country Status (6)
| Country | Link |
|---|---|
| US (2) | US8468471B2 (enExample) |
| EP (1) | EP2758990B1 (enExample) |
| JP (1) | JP5959648B2 (enExample) |
| KR (1) | KR102060209B1 (enExample) |
| IL (1) | IL231667B (enExample) |
| WO (1) | WO2013043831A2 (enExample) |
Families Citing this family (32)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US8468471B2 (en) * | 2011-09-23 | 2013-06-18 | Kla-Tencor Corp. | Process aware metrology |
| US8675188B2 (en) | 2012-01-09 | 2014-03-18 | Kla-Tencor Corporation | Method and system for determining one or more optical characteristics of structure of a semiconductor wafer |
| US8869081B2 (en) * | 2013-01-15 | 2014-10-21 | International Business Machines Corporation | Automating integrated circuit device library generation in model based metrology |
| KR20190057429A (ko) | 2013-12-30 | 2019-05-28 | 에이에스엠엘 네델란즈 비.브이. | 메트롤로지 타겟의 디자인을 위한 방법 및 장치 |
| US9009638B1 (en) * | 2013-12-30 | 2015-04-14 | International Business Machines Corporation | Estimating transistor characteristics and tolerances for compact modeling |
| WO2015101461A2 (en) | 2013-12-30 | 2015-07-09 | Asml Netherlands B.V. | Method and apparatus for design of a metrology target |
| SG11201604739RA (en) | 2013-12-30 | 2016-07-28 | Asml Netherlands Bv | Method and apparatus for design of a metrology target |
| KR101898087B1 (ko) | 2013-12-30 | 2018-09-12 | 에이에스엠엘 네델란즈 비.브이. | 메트롤로지 타겟의 디자인을 위한 장치 및 방법 |
| US9553033B2 (en) * | 2014-01-15 | 2017-01-24 | Kla-Tencor Corporation | Semiconductor device models including re-usable sub-structures |
| US10430719B2 (en) | 2014-11-25 | 2019-10-01 | Stream Mosaic, Inc. | Process control techniques for semiconductor manufacturing processes |
| US20160148850A1 (en) * | 2014-11-25 | 2016-05-26 | Stream Mosaic, Inc. | Process control techniques for semiconductor manufacturing processes |
| US9946825B2 (en) | 2015-04-24 | 2018-04-17 | Leung W. TSANG | Full wave modeling and simulations of the waveguide behavior of printed circuit boards using a broadband green's function technique |
| US9824176B2 (en) | 2015-07-24 | 2017-11-21 | Nanometrics Incorporated | Optical critical dimension target design |
| US11580375B2 (en) | 2015-12-31 | 2023-02-14 | Kla-Tencor Corp. | Accelerated training of a machine learning based model for semiconductor applications |
| EP3398123B1 (en) * | 2015-12-31 | 2025-03-12 | KLA - Tencor Corporation | Accelerated training of a machine learning based model for semiconductor applications |
| JP6964591B2 (ja) | 2016-02-22 | 2021-11-10 | エーエスエムエル ネザーランズ ビー.ブイ. | メトロロジデータへの寄与の分離 |
| EP3290911A1 (en) | 2016-09-02 | 2018-03-07 | ASML Netherlands B.V. | Method and system to monitor a process apparatus |
| US11087043B2 (en) * | 2016-10-31 | 2021-08-10 | Leung W. TSANG | Full wave simulations of photonic crystals and metamaterials using the broadband green's functions |
| US11029673B2 (en) | 2017-06-13 | 2021-06-08 | Pdf Solutions, Inc. | Generating robust machine learning predictions for semiconductor manufacturing processes |
| US11022642B2 (en) | 2017-08-25 | 2021-06-01 | Pdf Solutions, Inc. | Semiconductor yield prediction |
| KR102499036B1 (ko) * | 2017-09-22 | 2023-02-13 | 삼성전자주식회사 | 임계 치수 측정 시스템 및 임계 치수 측정 방법 |
| US11348017B1 (en) * | 2017-11-07 | 2022-05-31 | Synopsys, Inc. | Machine learning method and framework for optimizing setups for accurate, speedy and robust TCAD simulations |
| US11257207B2 (en) * | 2017-12-28 | 2022-02-22 | Kla-Tencor Corporation | Inspection of reticles using machine learning |
| US11029359B2 (en) | 2018-03-09 | 2021-06-08 | Pdf Solutions, Inc. | Failure detection and classsification using sensor data and/or measurement data |
| US11775714B2 (en) | 2018-03-09 | 2023-10-03 | Pdf Solutions, Inc. | Rational decision-making tool for semiconductor processes |
| US10777470B2 (en) | 2018-03-27 | 2020-09-15 | Pdf Solutions, Inc. | Selective inclusion/exclusion of semiconductor chips in accelerated failure tests |
| US11397134B2 (en) * | 2018-12-03 | 2022-07-26 | Raytheon Technologies Corporation | Intelligent learning device for part state detection and identification |
| EP3994526A1 (en) * | 2019-07-03 | 2022-05-11 | ASML Netherlands B.V. | Method for applying a deposition model in a semiconductor manufacturing process |
| US11928396B2 (en) * | 2019-08-30 | 2024-03-12 | Toyota Motor Engineering & Manufacturing North America, Inc. | Method for quantifying visual differences in automotive aerodynamic simulations |
| US12131103B2 (en) | 2020-03-30 | 2024-10-29 | Kla Corporation | Semiconductor fabrication process parameter determination using a generative adversarial network |
| US12489022B2 (en) * | 2020-08-12 | 2025-12-02 | Applied Materials, Inc. | In-situ etch rate and etch rate uniformity detection system |
| KR20220060214A (ko) | 2020-11-04 | 2022-05-11 | 삼성전자주식회사 | 반도체 설계 자동화 시스템 및 이를 포함하는 컴퓨팅 시스템 |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20040150838A1 (en) | 2003-02-03 | 2004-08-05 | Xinhui Niu | Model optimization for structures with additional materials |
| US20080009081A1 (en) | 2006-07-10 | 2008-01-10 | Tokyo Electron Limited | Managing and using metrology data for process and equipment control |
| US20090082993A1 (en) * | 2007-09-21 | 2009-03-26 | Tokyo Electron Limited | Automated process control of a fabrication tool using a dispersion function relating process parameter to dispersion |
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| US4710642A (en) | 1985-08-20 | 1987-12-01 | Mcneil John R | Optical scatterometer having improved sensitivity and bandwidth |
| US5241369A (en) | 1990-10-01 | 1993-08-31 | Mcneil John R | Two-dimensional optical scatterometer apparatus and process |
| US6734967B1 (en) | 1995-01-19 | 2004-05-11 | Kla-Tencor Technologies Corporation | Focused beam spectroscopic ellipsometry method and system |
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-
2012
- 2012-03-02 US US13/411,433 patent/US8468471B2/en active Active
- 2012-09-20 JP JP2014531950A patent/JP5959648B2/ja active Active
- 2012-09-20 KR KR1020147010969A patent/KR102060209B1/ko active Active
- 2012-09-20 EP EP12833283.0A patent/EP2758990B1/en active Active
- 2012-09-20 WO PCT/US2012/056272 patent/WO2013043831A2/en not_active Ceased
-
2013
- 2013-06-17 US US13/919,577 patent/US8832611B2/en active Active
-
2014
- 2014-03-23 IL IL231667A patent/IL231667B/en active IP Right Grant
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20040150838A1 (en) | 2003-02-03 | 2004-08-05 | Xinhui Niu | Model optimization for structures with additional materials |
| US20080009081A1 (en) | 2006-07-10 | 2008-01-10 | Tokyo Electron Limited | Managing and using metrology data for process and equipment control |
| US20090082993A1 (en) * | 2007-09-21 | 2009-03-26 | Tokyo Electron Limited | Automated process control of a fabrication tool using a dispersion function relating process parameter to dispersion |
Also Published As
| Publication number | Publication date |
|---|---|
| US20130282340A1 (en) | 2013-10-24 |
| EP2758990B1 (en) | 2019-03-06 |
| EP2758990A4 (en) | 2015-10-14 |
| EP2758990A2 (en) | 2014-07-30 |
| WO2013043831A2 (en) | 2013-03-28 |
| IL231667B (en) | 2018-02-28 |
| JP2014526805A (ja) | 2014-10-06 |
| JP5959648B2 (ja) | 2016-08-02 |
| WO2013043831A3 (en) | 2013-05-23 |
| US8468471B2 (en) | 2013-06-18 |
| US8832611B2 (en) | 2014-09-09 |
| US20130080984A1 (en) | 2013-03-28 |
| IL231667A0 (en) | 2014-05-28 |
| KR20140069255A (ko) | 2014-06-09 |
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