SG11201803933PA - Optical metrology of lithographic processes using asymmetric sub-resolution features to enhance measurement - Google Patents
Optical metrology of lithographic processes using asymmetric sub-resolution features to enhance measurementInfo
- Publication number
- SG11201803933PA SG11201803933PA SG11201803933PA SG11201803933PA SG11201803933PA SG 11201803933P A SG11201803933P A SG 11201803933PA SG 11201803933P A SG11201803933P A SG 11201803933PA SG 11201803933P A SG11201803933P A SG 11201803933PA SG 11201803933P A SG11201803933P A SG 11201803933PA
- Authority
- SG
- Singapore
- Prior art keywords
- international
- pct
- scattered radiation
- radiation information
- optical metrology
- Prior art date
Links
Classifications
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F30/00—Computer-aided design [CAD]
- G06F30/20—Design optimisation, verification or simulation
-
- 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
- G03F1/00—Originals for photomechanical production of textured or patterned surfaces, e.g., masks, photo-masks, reticles; Mask blanks or pellicles therefor; Containers specially adapted therefor; Preparation thereof
- G03F1/20—Masks or mask blanks for imaging by charged particle beam [CPB] radiation, e.g. by electron beam; Preparation thereof
-
- 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
- G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
- G01N21/47—Scattering, i.e. diffuse reflection
- G01N21/4785—Standardising light scatter apparatus; Standards therefor
-
- 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
- G03F7/20—Exposure; Apparatus therefor
- G03F7/2002—Exposure; Apparatus therefor with visible light or UV light, through an original having an opaque pattern on a transparent support, e.g. film printing, projection printing; by reflection of visible or UV light from an original such as a printed image
-
- 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
- G03F7/20—Exposure; Apparatus therefor
- G03F7/2002—Exposure; Apparatus therefor with visible light or UV light, through an original having an opaque pattern on a transparent support, e.g. film printing, projection printing; by reflection of visible or UV light from an original such as a printed image
- G03F7/2004—Exposure; Apparatus therefor with visible light or UV light, through an original having an opaque pattern on a transparent support, e.g. film printing, projection printing; by reflection of visible or UV light from an original such as a printed image characterised by the use of a particular light source, e.g. fluorescent lamps or deep UV light
-
- 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
-
- 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
- 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
- G03F7/70633—Overlay, i.e. relative alignment between patterns printed by separate exposures in different layers, or in the same layer in multiple exposures or stitching
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
- G06F17/18—Complex mathematical operations for evaluating statistical data, e.g. average values, frequency distributions, probability functions, regression analysis
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N7/00—Computing arrangements based on specific mathematical models
- G06N7/01—Probabilistic graphical models, e.g. probabilistic networks
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2201/00—Features of devices classified in G01N21/00
- G01N2201/12—Circuits of general importance; Signal processing
- G01N2201/127—Calibration; base line adjustment; drift compensation
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F2111/00—Details relating to CAD techniques
- G06F2111/10—Numerical modelling
Abstract
INTERNATIONAL APPLICATION PUBLISHED UNDER THE PATENT COOPERATION TREATY (PCT) (19) World Intellectual Property Organization International Bureau „ (10) International Publication Number (43) International Publication Date ^ WO 2017/102299 A1 22 June 2017 (22.06.2017) WIPO I PCT (51) International Patent Classification: G03F 7/20 (2006.01) (21) International Application Number: PCT/EP2016/079063 (22) International Filing Date: 29 November 2016 (29.11.2016) (25) Filing Language: English (26) Publication Language: English (30) Priority Data: 62/268,976 17 December 2015 (17.12.2015) US (71) Applicant: ASML NETHERLANDS B.V. [NL/NL]; P.O. Box 324, 5500 AH Veldhoven (NL). (72) Inventors: SOCHA, Robert, John; 4211 Burton Drive, Santa Clara, CA 95054 (US). WALLOW, Thomas, I.; 4211 Burton Drive, Santa Clara, CA 95054 (US). (74) Agent: BROEKEN, Petrus; ASML Netherlands B.V., Corporate Intellectual Property, P.O. Box 324, 5500 AH Veldhoven (NL). (81) Designated States (unless otherwise indicated, for every kind of national protection available)'. AE, AG, AL, AM, AO, AT, AU, AZ, BA, BB, BG, BH, BN, BR, BW, BY, BZ, CA, CH, CL, CN, CO, CR, CU, CZ, DE, DJ, DK, DM, DO, DZ, EC, EE, EG, ES, FI, GB, GD, GE, GH, GM, GT, HN, HR, HU, ID, IL, IN, IR, IS, JP, KE, KG, KN, KP, KR, KW, KZ, LA, LC, LK, LR, LS, LU, LY, MA, MD, ME, MG, MK, MN, MW, MX, MY, MZ, NA, NG, NI, NO, NZ, OM, PA, PE, PG, PH, PL, PT, QA, RO, RS, RU, RW, SA, SC, SD, SE, SG, SK, SL, SM, ST, SV, SY, TH, TJ, TM, TN, TR, TT, TZ, UA, UG, US, UZ, VC, VN, ZA, ZM, ZW. (84) Designated States (unless otherwise indicated, for every kind of regional protection available)'. ARIPO (BW, GH, GM, KE, LR, LS, MW, MZ, NA, RW, SD, SL, ST, SZ, TZ, UG, ZM, ZW), Eurasian (AM, AZ, BY, KG, KZ, RU, TJ, TM), European (AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LT, LU, LV, MC, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR), OAPI (BF, BJ, CF, CG, CI, CM, GA, GN, GQ, GW, KM, ML, MR, NE, SN, TD, TG). Published: — with international search report (Art. 21(3)) (54) Title: OPTICAL METROLOGY OF LITHOGRAPHIC PROCESSES USING ASYMMETRIC SUB-RESOLUTION FEA TURES TO ENHANCE MEASUREMENT —o o\ o\ CJ CJ o (57) : Provided is a process of calibrating a model, the process including: obtaining training data including: scattered radiation information from a plurality of structures, individual portions of the scattered radiation information being associated with respective process conditions being character istics of a patterning process of the individual structures; and calibrating, using one or more pro cessors, a model with the training data by determ ining a first ratio relating a change in one of the process characteristics to a corresponding change in scattered radiation information.
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US201562268976P | 2015-12-17 | 2015-12-17 | |
PCT/EP2016/079063 WO2017102299A1 (en) | 2015-12-17 | 2016-11-29 | Optical metrology of lithographic processes using asymmetric sub-resolution features to enhance measurement |
Publications (1)
Publication Number | Publication Date |
---|---|
SG11201803933PA true SG11201803933PA (en) | 2018-06-28 |
Family
ID=57442676
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
SG11201803933PA SG11201803933PA (en) | 2015-12-17 | 2016-11-29 | Optical metrology of lithographic processes using asymmetric sub-resolution features to enhance measurement |
Country Status (10)
Country | Link |
---|---|
US (1) | US10417359B2 (en) |
EP (1) | EP3391150B1 (en) |
JP (1) | JP6738423B2 (en) |
KR (1) | KR102146434B1 (en) |
CN (1) | CN108369387B (en) |
IL (1) | IL259268B (en) |
NL (1) | NL2017882A (en) |
SG (1) | SG11201803933PA (en) |
TW (1) | TWI621845B (en) |
WO (1) | WO2017102299A1 (en) |
Families Citing this family (20)
Publication number | Priority date | Publication date | Assignee | Title |
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TWI648515B (en) * | 2013-11-15 | 2019-01-21 | 美商克萊譚克公司 | Measurement targets and their measurement, target design files, measurement methods and computer-based equipment |
CN107949807B (en) * | 2015-05-15 | 2022-06-03 | 科磊股份有限公司 | System and method for focus determination using focus sensitive overlay targets |
US20190302010A1 (en) * | 2016-05-19 | 2019-10-03 | The Regents Of The University Of Colorado, A Body Corporate | Complex Spatially-Resolved Reflectometry/Refractometry |
EP3399371A1 (en) * | 2017-05-05 | 2018-11-07 | ASML Netherlands B.V. | Method of measuring a parameter of interest, device manufacturing method, metrology apparatus, and lithographic system |
WO2019035854A1 (en) * | 2017-08-16 | 2019-02-21 | Kla-Tencor Corporation | Machine learning in metrology measurements |
US10732515B2 (en) * | 2017-09-27 | 2020-08-04 | Kla-Tencor Corporation | Detection and measurement of dimensions of asymmetric structures |
US10692203B2 (en) * | 2018-02-19 | 2020-06-23 | International Business Machines Corporation | Measuring defectivity by equipping model-less scatterometry with cognitive machine learning |
JP6847885B2 (en) * | 2018-03-20 | 2021-03-24 | 株式会社東芝 | Information processing equipment, information processing methods and programs |
US11544440B2 (en) * | 2018-06-15 | 2023-01-03 | Asml Netherlands B.V. | Machine learning based inverse optical proximity correction and process model calibration |
CA3109276C (en) * | 2018-08-13 | 2023-09-12 | Micro Motion, Inc. | Detecting a change in a vibratory meter based on two baseline meter verifications |
EP3629088A1 (en) * | 2018-09-28 | 2020-04-01 | ASML Netherlands B.V. | Providing a trained neural network and determining a characteristic of a physical system |
CN109491216B (en) * | 2018-12-20 | 2020-11-27 | 上海集成电路研发中心有限公司 | Method for optimizing photoetching process parameters |
CN110727178B (en) * | 2019-10-18 | 2021-06-22 | 南京诚芯集成电路技术研究院有限公司 | Method for determining position of focal plane of lithography system based on machine learning |
WO2022135890A1 (en) * | 2020-12-21 | 2022-06-30 | Asml Netherlands B.V. | A method of monitoring a lithographic process |
US11713959B2 (en) * | 2021-03-17 | 2023-08-01 | Kla Corporation | Overlay metrology using spectroscopic phase |
CN113297789B (en) * | 2021-05-17 | 2024-03-19 | 南京大学 | Sound vortex beam splitter design method based on machine learning |
EP4113210A1 (en) * | 2021-07-01 | 2023-01-04 | ASML Netherlands B.V. | A method of monitoring a measurement recipe and associated metrology methods and apparatuses |
CN113837947B (en) * | 2021-11-29 | 2022-05-20 | 南开大学 | Processing method for obtaining optical coherence tomography large focal depth image |
US20240094639A1 (en) * | 2022-09-19 | 2024-03-21 | Kla Corporation | High-resolution evaluation of optical metrology targets for process control |
CN116841135B (en) * | 2023-08-31 | 2023-10-31 | 光科芯图(北京)科技有限公司 | Mask pattern optimization method, mask pattern optimization device, exposure equipment and storage medium |
Family Cites Families (24)
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US7080330B1 (en) * | 2003-03-05 | 2006-07-18 | Advanced Micro Devices, Inc. | Concurrent measurement of critical dimension and overlay in semiconductor manufacturing |
US7042551B2 (en) | 2004-02-03 | 2006-05-09 | International Business Machines Corporation | Method of patterning process metrology based on the intrinsic focus offset |
US7791727B2 (en) | 2004-08-16 | 2010-09-07 | Asml Netherlands B.V. | Method and apparatus for angular-resolved spectroscopic lithography characterization |
US7642019B2 (en) | 2005-04-15 | 2010-01-05 | Samsung Electronics Co., Ltd. | Methods for monitoring and adjusting focus variation in a photolithographic process using test features printed from photomask test pattern images; and machine readable program storage device having instructions therefore |
US7916284B2 (en) | 2006-07-18 | 2011-03-29 | Asml Netherlands B.V. | Inspection method and apparatus, lithographic apparatus, lithographic processing cell and device manufacturing method |
US8149384B2 (en) * | 2007-12-17 | 2012-04-03 | Advanced Micro Devices, Inc. | Method and apparatus for extracting dose and focus from critical dimension data |
US7925369B2 (en) * | 2007-12-18 | 2011-04-12 | Globalfoundries Inc. | Method and apparatus for optimizing models for extracting dose and focus from critical dimension |
KR101928938B1 (en) | 2008-06-03 | 2018-12-13 | 에이에스엠엘 네델란즈 비.브이. | Model-based process simulation systems and methods |
KR101433783B1 (en) | 2008-12-30 | 2014-08-25 | 에이에스엠엘 네델란즈 비.브이. | Inspection method and apparatus, lithographic apparatus, lithographic processing cell and device manufacturing method |
CN102422227B (en) | 2009-05-12 | 2014-09-17 | Asml荷兰有限公司 | Inspection method for lithography |
CN102129166B (en) * | 2010-01-12 | 2012-08-22 | 中芯国际集成电路制造(上海)有限公司 | Method for setting sub-resolution assistance feature and method for producing photoetching mask plate |
US8250498B2 (en) | 2010-01-28 | 2012-08-21 | Synopsys, Inc. | Method and apparatus for calibrating a photolithography process model by using a process window parameter |
NL2006322A (en) * | 2010-03-18 | 2011-09-20 | Asml Netherlands Bv | Inspection apparatus and associated method and monitoring and control system. |
NL2006700A (en) * | 2010-06-04 | 2011-12-06 | Asml Netherlands Bv | Method and apparatus for measuring a structure on a substrate, computer program products for implementing such methods & apparatus. |
JP6008851B2 (en) * | 2010-07-19 | 2016-10-19 | エーエスエムエル ネザーランズ ビー.ブイ. | Method and apparatus for determining overlay error |
NL2009336A (en) * | 2011-09-21 | 2013-03-25 | Asml Netherlands Bv | Method for calibrating a manufacturing process model. |
KR101765814B1 (en) | 2011-11-30 | 2017-08-08 | 에이에스엠엘 네델란즈 비.브이. | Inspection method and apparatus, and corresponding lithographic apparatus |
US8806388B2 (en) | 2012-03-23 | 2014-08-12 | Texas Instruments Incorporated | Extraction of imaging parameters for computational lithography using a data weighting algorithm |
US9594299B2 (en) | 2012-06-22 | 2017-03-14 | Asml Netherlands B.V. | Method of determining focus, inspection apparatus, patterning device, substrate and device manufacturing method |
NL2011816A (en) | 2012-11-30 | 2014-06-04 | Asml Netherlands Bv | Method of determining dose and focus, inspection apparatus, patterning device, substrate and device manufacturing method. |
EP2811300A1 (en) * | 2013-06-07 | 2014-12-10 | Roche Diagniostics GmbH | Calibration for multi-component assays |
NL2013838A (en) | 2013-12-17 | 2015-06-18 | Asml Netherlands Bv | Inspection method, lithographic apparatus, mask and substrate. |
CN105849643B (en) * | 2013-12-17 | 2019-07-19 | Asml荷兰有限公司 | Yields estimation and control |
US9223911B2 (en) | 2014-01-30 | 2015-12-29 | Globalfoundries Inc. | Optical model employing phase transmission values for sub-resolution assist features |
-
2016
- 2016-11-29 NL NL2017882A patent/NL2017882A/en unknown
- 2016-11-29 EP EP16804751.2A patent/EP3391150B1/en active Active
- 2016-11-29 JP JP2018532067A patent/JP6738423B2/en active Active
- 2016-11-29 SG SG11201803933PA patent/SG11201803933PA/en unknown
- 2016-11-29 KR KR1020187020122A patent/KR102146434B1/en active IP Right Grant
- 2016-11-29 CN CN201680073976.9A patent/CN108369387B/en active Active
- 2016-11-29 WO PCT/EP2016/079063 patent/WO2017102299A1/en active Application Filing
- 2016-12-14 TW TW105141342A patent/TWI621845B/en active
- 2016-12-14 US US15/379,473 patent/US10417359B2/en active Active
-
2018
- 2018-05-10 IL IL259268A patent/IL259268B/en unknown
Also Published As
Publication number | Publication date |
---|---|
US20170177760A1 (en) | 2017-06-22 |
KR20180095600A (en) | 2018-08-27 |
NL2017882A (en) | 2017-06-26 |
TWI621845B (en) | 2018-04-21 |
WO2017102299A1 (en) | 2017-06-22 |
CN108369387B (en) | 2020-11-03 |
IL259268B (en) | 2021-09-30 |
TW201732264A (en) | 2017-09-16 |
EP3391150A1 (en) | 2018-10-24 |
IL259268A (en) | 2018-07-31 |
JP2019502950A (en) | 2019-01-31 |
CN108369387A (en) | 2018-08-03 |
EP3391150B1 (en) | 2023-05-10 |
US10417359B2 (en) | 2019-09-17 |
KR102146434B1 (en) | 2020-08-21 |
JP6738423B2 (en) | 2020-08-12 |
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