Method of mask data synthesis and mask making

    公开(公告)号:US10942443B2

    公开(公告)日:2021-03-09

    申请号:US16144882

    申请日:2018-09-27

    Abstract: A method for mask data synthesis and mask making includes calibrating an optical proximity correction (OPC) model by adjusting a plurality of parameters including a first parameter and a second parameter, wherein the first parameter indicates a long-range effect caused by an electron-beam lithography tool for making a mask used to manufacture a structure, and the second parameter indicates a geometric feature of a structure or a manufacturing process to make the structure, generating a device layout, calculating a first grid pattern density map of the device layout, generating a long-range correction map, at least based on the calibrated OPC model and the first grid pattern density map of the device layout, and performing an OPC to generate a corrected mask layout, at least based on the generated long-range correction map and the calibrated OPC model.

    Method of mask data synthesis and mask making

    公开(公告)号:US11415890B2

    公开(公告)日:2022-08-16

    申请号:US17195469

    申请日:2021-03-08

    Abstract: A method for mask data synthesis and mask making includes calibrating an optical proximity correction (OPC) model by adjusting a plurality of parameters including a first parameter and a second parameter, wherein the first parameter indicates a long-range effect caused by an electron-beam lithography tool for making a mask used to manufacture a structure, and the second parameter indicates a geometric feature of a structure or a manufacturing process to make the structure, generating a device layout, calculating a first grid pattern density map of the device layout, generating a long-range correction map, at least based on the calibrated OPC model and the first grid pattern density map of the device layout, and performing an OPC to generate a corrected mask layout, at least based on the generated long-range correction map and the calibrated OPC model.

    Lithography model calibration
    5.
    发明授权

    公开(公告)号:US11061318B2

    公开(公告)日:2021-07-13

    申请号:US16748551

    申请日:2020-01-21

    Abstract: Provided is a method for fabricating a semiconductor device including generating an ideal image using measured contour data and fitted conventional model terms. The method further includes using the fitted conventional model terms and a mask layout to provide a conventional model aerial image. In some embodiments, the method further includes generating a plurality of mask raster images using the mask layout, where the plurality of mask raster images is generated for each measurement site of the measured contour data. In various embodiments, the method also include training a neural network to mimic the ideal image, where the generated ideal image provides a target output of the neural network, and where the conventional model aerial image and the plurality of mask raster images provide inputs to the neural network.

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