Patents by Inventor Jiao LIANG
Jiao LIANG has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).
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UTILIZE MACHINE LEARNING IN SELECTING HIGH QUALITY AVERAGED SEM IMAGES FROM RAW IMAGES AUTOMATICALLY
Publication number: 20250078244Abstract: A method for evaluating images of a printed pattern. The method includes obtaining a first averaged image of the printed pattern, where the first averaged image is generated by averaging raw images of the printed pattern. The method also includes identifying one or more features of the first averaged image. The method further includes evaluating the first averaged image, using an image quality classification model and based at least on the one or more features. The evaluating includes determining, by the image quality classification model, whether the first averaged image satisfies a metric.Type: ApplicationFiled: November 19, 2024Publication date: March 6, 2025Applicant: ASML NETHERLANDS B.V.Inventors: Chen ZHANG, Qiang ZHANG, Jen-Shiang WANG, Jiao LIANG -
Publication number: 20250044710Abstract: A method of image template matching for multiple process layers of, for example, semiconductor substrate with an adaptive weight map is described. An image template is provided with a weight map, which is adaptively updated based during template matching based on the position of the image template on the image. A method of template matching a grouped pattern or artifacts in a composed template is described, wherein the pattern comprises deemphasized areas weighted less than the image templates. A method of generating an image template based on a synthetic image is described. The synthetic image can be generated based on process and image modeling. A method of selecting a grouped pattern or artifacts and generating a composed template is described. A method of per layer image template matching is described.Type: ApplicationFiled: December 13, 2022Publication date: February 6, 2025Applicant: ASML NETHERLANDS B.V.Inventors: Jiyou FU, Jing SU, Chenxi LIN, Jiao LIANG, Guangqing CHEN, Yi ZOU
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Utilize machine learning in selecting high quality averaged SEM images from raw images automatically
Patent number: 12182983Abstract: A method for evaluating images of a printed pattern. The method includes obtaining a first averaged image of the printed pattern, where the first averaged image is generated by averaging raw images of the printed pattern. The method also includes identifying one or more features of the first averaged image. The method further includes evaluating the first averaged image, using an image quality classification model and based at least on the one or more features. The evaluating includes determining, by the image quality classification model, whether the first averaged image satisfies a metric.Type: GrantFiled: July 26, 2019Date of Patent: December 31, 2024Assignee: ASML NETHERLANDS B.V.Inventors: Chen Zhang, Qiang Zhang, Jen-Shiang Wang, Jiao Liang -
Publication number: 20230161269Abstract: Systems and methods for determining one or more characteristic metrics for a portion of a pattern on a substrate are described. Pattern information for the pattern on the substrate is received. The pattern on the substrate has first and second portions. The first portion of the pattern is blocked, for example with a geometrical block mask, based on the pattern information, such that the second portion of the pattern remains unblocked. The one or more metrics are determined for the unblocked second portion of the pattern. In some embodiments, the first and second portions of the pattern correspond to different exposures in a semiconductor lithography process. The semiconductor lithography process may be a multiple patterning technology process, for example, such as a double patterning process, a triple patterning process, or a spacer double patterning process.Type: ApplicationFiled: May 7, 2021Publication date: May 25, 2023Applicant: ASML NETHERLANDS B.V.Inventors: Jiao HUANG, Yunan ZHENG, Qian ZHAO, Jiao LIANG, Yongfa FAN, Mu FENG
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Patent number: 11567413Abstract: A method for determining measurement data of a printed pattern on a substrate. The method involves obtaining (i) images of the substrate including a printed pattern corresponding to a reference pattern, (ii) an averaged image of the images, and (iii) a composite contour based on the averaged image. Further, the composite contour is aligned with respect to a reference contour of the reference pattern and contours are extracted from the images based on both the aligned composite contour and the output of die-to-database alignment of the composite contour. Further, the method determines a plurality of pattern measurements based on the contours and the measurement data corresponding to the printed patterns based on the plurality of the pattern measurements. Further, the method determines a one or more process variations such as stochastic variation, inter-die variation, intra-die variation and/or total variation.Type: GrantFiled: January 30, 2020Date of Patent: January 31, 2023Assignee: ASML NETHERLANDS B.V.Inventors: Chang An Wang, Alvin Jianjiang Wang, Jiao Liang, Jen-Shiang Wang, Mu Feng
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Patent number: 11522296Abstract: A mobile terminal includes a display, a side frame, a back cover and an antenna. The antenna includes a conductive support and a feeding part. The conductive support includes a first portion and a third portion disposed opposite to each other, and a second portion and a fourth portion disposed opposite to each other. The four portions are made of conductive materials and jointly enclose a cavity. The second portion is disposed on an inner side of the display. The third portion is a part of the side frame. The fourth portion is located on an outer side or an inner side of the back cover, or is a part of the back cover. A gap is disposed between the fourth portion and the first portion, or is disposed in the fourth portion, and the antenna can radiate electromagnetic wave signal through the cavity and the gap.Type: GrantFiled: September 7, 2018Date of Patent: December 6, 2022Assignee: HUAWEI TECHNOLOGIES CO., LTD.Inventors: Fengwen Chen, Jiao Liang, Antti Karilainen, Guozhong Ma, Dongxing Tu, Joonas Krogerus, Zlatoljub Milosavljevic, Konstantin Sokolov
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UTILIZE MACHINE LEARNING IN SELECTING HIGH QUALITY AVERAGED SEM IMAGES FROM RAW IMAGES AUTOMATICALLY
Publication number: 20220351359Abstract: A method for evaluating images of a printed pattern. The method includes obtaining a first averaged image of the printed pattern, where the first averaged image is generated by averaging raw images of the printed pattern. The method also includes identifying one or more features of the first averaged image. The method further includes evaluating the first averaged image, using an image quality classification model and based at least on the one or more features. The evaluating includes determining, by the image quality classification model, whether the first averaged image satisfies a metric.Type: ApplicationFiled: July 26, 2019Publication date: November 3, 2022Applicant: ASML NETHERLANDS B.V.Inventors: Chen ZHANG, Qiang ZHANG, Jen-Shiang WANG, Jiao LIANG -
Patent number: 11422473Abstract: A method for improving a process model by measuring a feature on a printed design that was constructed based in part on a target design is disclosed. The method includes obtaining a) an image of the printed design from an image capture device and b) contours based on shapes in the image. The method also includes identifying, by a pattern recognition program, patterns on the target design that include the feature and determining coordinates, on the contours, that correspond to the feature. The method further includes improving the process model by at least a) providing a measurement of the feature based on the coordinates and b) calibrating the process model based on a comparison of the measurement with a corresponding feature in the target design.Type: GrantFiled: June 21, 2019Date of Patent: August 23, 2022Assignee: ASML Netherlands B.V.Inventors: Jiao Liang, Chen Zhang, Qiang Zhang, Yunbo Guo
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Publication number: 20220137514Abstract: A method for determining measurement data of a printed pattern on a substrate. The method involves obtaining (i) images of the substrate including a printed pattern corresponding to a reference pattern, (ii) an averaged image of the images, and (iii) a composite contour based on the averaged image. Further, the composite contour is aligned with respect to a reference contour of the reference pattern and contours are extracted from the images based on both the aligned composite contour and the output of die-to-database alignment of the composite contour. Further, the method determines a plurality of pattern measurements based on the contours and the measurement data corresponding to the printed patterns based on the plurality of the pattern measurements. Further, the method determines a one or more process variations such as stochastic variation, inter-die variation, intra-die variation and/or total variation.Type: ApplicationFiled: January 30, 2020Publication date: May 5, 2022Applicant: ASML NETHERLANDS B.V.Inventors: Chang An WANG, Alvin Jianjiang WANG, Jiao LIANG, Jen-Shiang WANG
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Publication number: 20210376477Abstract: A mobile terminal includes a display, a side frame, a back cover and an antenna. The antenna includes a conductive support and a feeding part. The conductive support includes a first portion and a third portion disposed opposite to each other, and a second portion and a fourth portion disposed opposite to each other. The four portions are made of conductive materials and jointly enclose a cavity. The second portion is disposed on an inner side of the display. The third portion is a part of the side frame. The fourth portion is located on an outer side or an inner side of the back cover, or is a part of the back cover. A gap is disposed between the fourth portion and the first portion, or is disposed in the fourth portion, and the antenna can radiate electromagnetic wave signal through the cavity and the gap.Type: ApplicationFiled: September 7, 2018Publication date: December 2, 2021Inventors: Fengwen CHEN, Jiao LIANG, Antti KARILAINEN, Guozhong MA, Dongxing TU, Joonas KROGERUS, Zlatoljub MILOSAVLJEVIC, Konstantin SOKOLOV
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Publication number: 20210263426Abstract: A method for improving a process model by measuring a feature on a printed design that was constructed based in part on a target design is disclosed. The method includes obtaining a) an image of the printed design from an image capture device and b) contours based on shapes in the image. The method also includes identifying, by a pattern recognition program, patterns on the target design that include the feature and determining coordinates, on the contours, that correspond to the feature. The method further includes improving the process model by at least a) providing a measurement of the feature based on the coordinates and b) calibrating the process model based on a comparison of the measurement with a corresponding feature in the target design.Type: ApplicationFiled: June 21, 2019Publication date: August 26, 2021Applicant: ASML NETHERLANDS B.V.Inventors: Jiao LIANG, Chen ZHANG, Qiang ZHANG, Yunbo GUO