SYSTEM AND METHOD FOR GENERATING PREDICTIVE IMAGES FOR WAFER INSPECTION USING MACHINE LEARNING

    公开(公告)号:US20220375063A1

    公开(公告)日:2022-11-24

    申请号:US17761578

    申请日:2020-09-14

    Abstract: A system and method for generating predictive images for wafer inspection using machine learning are provided. Some embodiments of the system and method include acquiring the wafer after a photoresist applied to the wafer has been developed; imaging a portion of a segment of the developed wafer; acquiring the wafer after the wafer has been etched; imaging the segment of the etched wafer; training a machine learning model using the imaged portion of the developed wafer and the imaged segment of the etched wafer; and applying the trained machine learning model using the imaged segment of the etched wafer to generate predictive images of a developed wafer. Some embodiments include imaging a segment of the developed wafer; imaging a portion of the segment of the etched wafer; training a machine learning model; and applying the trained machine learning model to generate predictive after-etch images of the developed wafer.

    A PATTERNING DEVICE AND METHOD OF USE THEREOF

    公开(公告)号:US20220121105A1

    公开(公告)日:2022-04-21

    申请号:US17426806

    申请日:2020-01-02

    Abstract: An attenuated phase shift patterning device including a first component for reflecting radiation, and a second component for reflecting radiation with a different phase with respect to the radiation reflected from the first component, the second component covering at least a portion of the surface of the first component such that a pattern including at least one uncovered portion of the first component is formed for generating a patterned radiation beam in a lithographic apparatus in use, wherein the second component includes a material having a refractive index with a real part (n) being less than 0.95 and an imaginary part (k) being less than 0.04.

    METHOD FOR APPLYING A DEPOSITION MODEL IN A SEMICONDUCTOR MANUFACTURING PROCESS

    公开(公告)号:US20220350254A1

    公开(公告)日:2022-11-03

    申请号:US17621494

    申请日:2020-06-04

    Abstract: A method for applying a deposition model in a semiconductor manufacturing process. The method includes predicting a deposition profile of a substrate using the deposition model; and using the predicted deposition profile to enhance a metrology target design. The deposition model can be calibrated using experimental cross-section profile information from a layer of a physical substrate. In some embodiments, the deposition model is a machine-learning model, and calibrating the deposition model includes training the machine-learning model. The metrology target design may include an alignment metrology target design or an overlay metrology target design, for example.

    IMPROVED IMAGING VIA ZEROTH ORDER SUPPRESSION

    公开(公告)号:US20220066327A1

    公开(公告)日:2022-03-03

    申请号:US17415101

    申请日:2019-12-12

    Abstract: Apparatuses and techniques for suppressing a zeroth order portion of a configured radiation beam. In some embodiments, an extreme ultraviolet (EUV) lithographic apparatus for forming an image on a substrate by use of an EUV radiation beam that is configured by a patterning device comprising a pattern of reflective regions and partially reflective regions, wherein the partially reflective regions are configured to suppress and apply a phase shift to a portion of the EUV radiation beam, may include a projection system. The projection system may be configured to suppress a zeroth order portion of a configured EUV radiation beam, and direct an unsuppressed portion of a configured EUV radiation beam towards a substrate to form an image on the substrate.

    SYSTEMS AND METHODS FOR REDUCING PATTERN SHIFT IN A LITHOGRAPHIC APPARATUS

    公开(公告)号:US20250021018A1

    公开(公告)日:2025-01-16

    申请号:US18712176

    申请日:2022-11-09

    Abstract: A method for improving imaging of a feature on a mask to a substrate during scanning operation of a lithographic apparatus. The method includes obtaining a dynamic pupil representing evolution of an angular distribution of radiation exposing a mask during a scanning operation of a lithographic apparatus and determining a variation of shift of a feature at a substrate during the scanning operation due to interaction of the dynamic pupil with the mask. The method includes configuring a mask parameter and/or or a control parameter of the lithographic apparatus to reduce the variation of shift of the feature.

    IMAGING VIA ZEROTH ORDER SUPPRESSION
    8.
    发明公开

    公开(公告)号:US20240219843A1

    公开(公告)日:2024-07-04

    申请号:US18532977

    申请日:2023-12-07

    CPC classification number: G03F7/70308

    Abstract: Apparatuses and techniques for suppressing a zeroth order portion of a configured radiation beam. In some embodiments, an extreme ultraviolet (EUV) lithographic apparatus for forming an image on a substrate by use of an EUV radiation beam that is configured by a patterning device comprising a pattern of reflective regions and partially reflective regions, wherein the partially reflective regions are configured to suppress and apply a phase shift to a portion of the EUV radiation beam, may include a projection system. The projection system may be configured to suppress a zeroth order portion of a configured EUV radiation beam, and direct an unsuppressed portion of a configured EUV radiation beam towards a substrate to form an image on the substrate.

    PATTERNING DEVICE DEFECT DETECTION SYSTEMS AND METHODS

    公开(公告)号:US20240210336A1

    公开(公告)日:2024-06-27

    申请号:US18596467

    申请日:2024-03-05

    Abstract: Since a mask check wafer can utilize a different process than a production wafer, a high-contrast illumination setting with lower pupil fill ratio (PFR) that leads to a reduction of the productivity of the scanner can be utilized. By selecting a high-contrast illumination setting, which is different than that used on a production wafer, an improved ratio of particle printability to stochastic defects can be achieved. In combination, or instead higher dose resist can be utilized. This allows longer exposure of the wafer, such that the impact of photon shot noise is reduced, also resulting in an improved ratio of particle printability to stochastic defects. As a result, the particle printability can be enhanced further without leading to an excessive amount of stochastic defects. Because of this, the number of sites, and therefore the throughput, of a charged particle inspection and analysis can be significantly improved.

    A PATTERNING DEVICE
    10.
    发明申请

    公开(公告)号:US20220214610A1

    公开(公告)日:2022-07-07

    申请号:US17607701

    申请日:2020-04-02

    Abstract: A patterning device configured for use in a lithographic apparatus, the lithographic apparatus being configured to use radiation for imaging a pattern at the patterning device via projection optics onto a substrate. The patterning device including a first component for reflecting and/or transmitting the radiation, and a second component covering at least a portion of a surface of the first component and configured to at least partially absorb the radiation incident on the second component. The second component has a sidewall, wherein at least one part of the sidewall extends away from the first component at an angle, the angle being with respect to a plane parallel to the surface of the first component, and wherein the angle is less than 85 degrees.

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