METHOD OF CONTROLLING A PATTERNING PROCESS, LITHOGRAPHIC APPARATUS, METROLOGY APPARATUS LITHOGRAPHIC CELL AND ASSOCIATED COMPUTER PROGRAM
    1.
    发明申请
    METHOD OF CONTROLLING A PATTERNING PROCESS, LITHOGRAPHIC APPARATUS, METROLOGY APPARATUS LITHOGRAPHIC CELL AND ASSOCIATED COMPUTER PROGRAM 审中-公开
    控制图案处理的方法,光刻设备,计量设备平版印刷单元和相关计算机程序

    公开(公告)号:WO2017144343A1

    公开(公告)日:2017-08-31

    申请号:PCT/EP2017/053499

    申请日:2017-02-16

    CPC classification number: G03F7/70525 G03F7/70625

    Abstract: A method, and associated apparatus and computer program, to determine corrections for a parameter of interest, such as critical dimension, of a patterning process. The method includes determining an exposure control correction for an exposure control parameter and, optionally, determining a process control correction for a process control parameter, based upon a measurement of the parameter of interest of a structure, and an exposure control relationship and a process control relationship. The exposure control relationship describes the dependence of the parameter of interest on the exposure control parameter and the process control relationship describes the dependence of the parameter of interest on the process control parameter. The exposure control correction and process control correction may be co-optimized to minimize variation of the parameter of interest of subsequent exposed and processed structures relative to a target parameter of interest.

    Abstract translation: 用于确定图案化过程的感兴趣参数(例如临界尺寸)的校正的方法和相关装置以及计算机程序。 该方法包括基于结构的感兴趣参数的测量以及曝光控制关系和过程控制来确定曝光控制参数的曝光控制校正,以及可选地确定过程控制参数的过程控制校正 关系。 曝光控制关系描述了感兴趣的参数对曝光控制参数的依赖性,并且过程控制关系描述了感兴趣的参数对过程控制参数的依赖性。 曝光控制校正和过程控制校正可以被共同优化以最小化随后曝光和处理的结构相对于感兴趣的目标参数的感兴趣参数的变化。

    METHOD OF PREDICTING PATTERNING DEFECTS CAUSED BY OVERLAY ERROR
    5.
    发明申请
    METHOD OF PREDICTING PATTERNING DEFECTS CAUSED BY OVERLAY ERROR 审中-公开
    预测由覆盖错误引起的图案缺陷的方法

    公开(公告)号:WO2018015181A1

    公开(公告)日:2018-01-25

    申请号:PCT/EP2017/067074

    申请日:2017-07-07

    Abstract: A method including determining a first color pattern and a second color pattern associated with a hot spot of a design layout pattern, the design layout pattern configured for transfer to a substrate, and predicting, by a hardware computer system, whether there would be a defect at the hot spot on the substrate caused by overlay error, based at least in part on a measurement of an overlay error between the first color pattern and the second color pattern.

    Abstract translation: 一种方法,包括:确定与设计布局图案的热点相关联的第一颜色图案和第二颜色图案,所述设计布局图案被配置用于转移到衬底;以及通过硬件计算机 系统中,至少部分地基于第一颜色图案和第二颜色图案之间的重叠误差的测量值,在覆盖误差引起的衬底上的热点处是否存在缺陷。

    IDENTIFICATION OF HOT SPOTS OR DEFECTS BY MACHINE LEARNING
    8.
    发明申请
    IDENTIFICATION OF HOT SPOTS OR DEFECTS BY MACHINE LEARNING 审中-公开
    机器学习识别热点或缺陷

    公开(公告)号:WO2017194281A1

    公开(公告)日:2017-11-16

    申请号:PCT/EP2017/059328

    申请日:2017-04-20

    Abstract: Disclosed herein are various methods of identifying a hot spot from a design layout or of predicting whether a pattern in a design layout is defective, using a machine learning model. An example method disclosed herein includes obtaining sets of characteristics of performance of hot spots, respectively, under a plurality of process conditions, respectively, in a device manufacturing process; determining, for each of the process conditions, for each of the hot spots, based on the characteristics under that process condition, whether that hot spot is defective; obtaining characteristics of each of the process conditions; obtaining characteristics of each of the hot spots; and training a machine learning model using a training set comprising the characteristics of one of the process conditions, the characteristics of one of the hot spots, and whether that hot spot is defective under that process condition.

    Abstract translation: 这里公开了使用机器学习模型从设计布局识别热点或预测设计布局中的模式是否有缺陷的各种方法。 本文公开的示例方法包括分别在设备制造过程中的多个过程条件下分别获得热点性能的特征组; 基于在该处理条件下的特性,针对每个处理条件确定每个热点的热点是否有缺陷; 获得每个工艺条件的特性; 获得每个热点的特征; 并且使用训练集训练机器学习模型,所述训练集包括过程条件之一的特征,其中一个热点的特征以及在该过程条件下该热点是否有缺陷。

    DISPLACEMENT BASED OVERLAY OR ALIGNMENT
    10.
    发明申请
    DISPLACEMENT BASED OVERLAY OR ALIGNMENT 审中-公开
    基于位移的覆盖或对齐

    公开(公告)号:WO2017194285A1

    公开(公告)日:2017-11-16

    申请号:PCT/EP2017/059371

    申请日:2017-04-20

    CPC classification number: G03F7/70633 G03F7/70466 G03F7/70616

    Abstract: A method including obtaining an image of a plurality of structures on a substrate, wherein each of the plurality of structures is formed onto the substrate by transferring a corresponding pattern of a design layout; obtaining a displacement for each of the structures with respect to a reference point for that structure; and assigning, using a hardware computer system, each of the structures into one of a plurality of groups based on the displacement.

    Abstract translation: 一种方法,包括:获得衬底上的多个结构的图像,其中通过转移设计布局的对应图案在所述衬底上形成所述多个结构中的每一个; 获得每个结构相对于该结构的参考点的位移; 并且使用硬件计算机系统将每个结构分配到基于位移的多个组中的一个中。

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