MACHINE LEARNING MODEL FOR ASYMMETRY-INDUCED OVERLAY ERROR CORRECTION

    公开(公告)号:US20250053097A1

    公开(公告)日:2025-02-13

    申请号:US18716806

    申请日:2022-11-22

    Abstract: A correction to an error of overlay measurement which accounts for target structure asymmetry using a neural network is described. According to embodiments, an overlay measurement accuracy can be improved by accounting for multiple and/or asymmetric perturbations in the target structure. A trained neural network is described which generates a correction value for overlay measurement based on a measure of asymmetry. Based on an as-measured overlay measurement, which may not account for target structure asymmetry, and the correction value, a true overlay measurement is determined-which can exhibit improved accuracy and reduced uncertainty versus uncorrected values.

    OVERLAY METROLOGY BASED ON TEMPLATE MATCHING WITH ADAPTIVE WEIGHTING

    公开(公告)号:US20250044710A1

    公开(公告)日:2025-02-06

    申请号:US18714547

    申请日:2022-12-13

    Abstract: 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.

    APERTURE AND METHOD
    27.
    发明申请

    公开(公告)号:US20250031294A1

    公开(公告)日:2025-01-23

    申请号:US18716468

    申请日:2022-12-07

    Abstract: An aperture for detecting a laser beam misalignment, the aperture comprising: a body including a first opening and defining a first axis; a beam dump; an optical element including a second opening wherein the first opening and the second opening are coaxial with the first axis, the optical element being configured to redirect a misaligned laser beam to a detector or to split a misaligned laser beam into at least two sub-beams; a laser beam detection system configured to detect laser light, wherein the optical element is configured to direct a first sub-beam to the beam dump, and to direct a second sub-beam to the laser beam detection system. Also described is an aperture including an enclosure, a method of detecting misalignment of a laser beam, a radiation source comprising such an aperture, a lithographic apparatus comprising such a radiation source or aperture, and the use of the same in a lithographic apparatus or method.

    OBTAINING A PARAMETER CHARACTERIZING A FABRICATION PROCESS

    公开(公告)号:US20250021020A1

    公开(公告)日:2025-01-16

    申请号:US18712057

    申请日:2022-11-03

    Abstract: A measurement process is performed for each of a plurality of locations on a product of a fabrication process at which a parameter of interest characterizing the fabrication process is believed to be nominally the same, to derive measured signals for each location including at least one image. A dimensional reduction method is applied to a dataset of the measured signals, to obtain components of the dataset, including components indicative of variation between the images. For at least one of these components, one or more associated ones of the measured signals are identified, comprising at least one set of corresponding pixels in the respective images for the plurality of locations. The contribution of the identified measured signals in the dataset is reduced or eliminated to obtain a processed signal, and the parameter of interest is obtained from the processed signal.

    AN ASSEMBLY FOR A LASER-OPERATED LIGHT SOURCE AND METHOD OF USE

    公开(公告)号:US20250021009A1

    公开(公告)日:2025-01-16

    申请号:US18714411

    申请日:2022-11-22

    Inventor: Ferry ZIJP

    Abstract: An optical assembly includes a bulb and a lens for a laser-operated light source. The bulb has a chamber for accommodating an ionizable gas and a plasma formed by energizing the ionizable gas and has a longitudinal axis and a transverse axis perpendicular to the longitudinal axis. In use, the lens is arranged to focus a wavefront of radiation from a laser to a virtual object point located inside the chamber. In use, the bulb is arranged to transmit and refract the wavefront of the radiation to a first real image point in a first cross-section of the longitudinal axis and a second real image point in a second cross-section of the transverse axis. The first real image point and the second real image point are image conjugates of the virtual object point. The virtual object point, the first real image point and the second real image point coincide.

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