Determining a correction to a process

    公开(公告)号:US11086305B2

    公开(公告)日:2021-08-10

    申请号:US17174159

    申请日:2021-02-11

    Abstract: A method for configuring a semiconductor manufacturing process, the method including: obtaining a first value of a first parameter based on measurements associated with a first operation of a process step in the semiconductor manufacturing process and a first sampling scheme; using a recurrent neural network to determine a predicted value of the first parameter based on the first value; and using the predicted value of the first parameter in configuring a subsequent operation of the process step in the semiconductor manufacturing process.

    Lithographic apparatus and device manufacturing method

    公开(公告)号:US10139740B2

    公开(公告)日:2018-11-27

    申请号:US15742028

    申请日:2016-07-07

    Abstract: A lithographic apparatus is described, the apparatus comprising: an illumination system configured to condition a radiation beam; a support constructed to support a patterning device, the patterning device being capable of imparting the radiation beam with a pattern in its cross-section to form a patterned radiation beam; a substrate table constructed to hold a substrate; and a projection system configured to project the patterned radiation beam onto a target portion of the substrate, wherein the apparatus further comprises an alignment system configured to perform, for one or more alignment marks that are present on the substrate: —a plurality of alignment mark position measurements for the alignment mark by applying a respective plurality of different alignment measurement parameters, thereby obtaining a plurality of measured alignment mark positions for the alignment mark; the apparatus further comprising a processing unit, the processing unit being configured to: —determine, for each of the plurality of alignment mark position measurements, a positional deviation as a difference between an expected alignment mark position and a measured alignment mark position, the measured alignment mark position being determined based on the respective alignment mark position measurement; —define a set of functions as possible causes for the positional deviations, the set of functions including a substrate deformation function representing a deformation of the substrate, and at least one mark deformation function representing a deformation of the one or more alignment marks; —generating a matrix equation PD=M*F whereby a vector PD comprising the positional deviations is set equal to a weighted combination, represented by a weight coefficient matrix M, of a vector F comprising the substrate deformation function and the at least one mark deformation function, whereby weight coefficients associated with the at least one mark deformation function vary depending on applied alignment measurement; —determining a value for the weight coefficients of the matrix M; —determining an inverse or pseudo-inverse matrix of the matrix M, thereby obtaining a value for the substrate deformation function as a weighted combination of the positional deviations. —applying the value of the substrate deformation function to perform an alignment of the target portion with the patterned radiation beam.

    Lithographic apparatus and device manufacturing method

    公开(公告)号:US09665012B2

    公开(公告)日:2017-05-30

    申请号:US14431229

    申请日:2013-10-08

    CPC classification number: G03F7/70483 G03F7/70516 G03F7/70775 G03F7/709

    Abstract: A method involving obtaining first calibration vibration data relating to vibrations of the lithographic apparatus from a sensor that is part of the lithographic apparatus and obtaining second calibration vibration data, the second calibration vibration data being a component of first parameter data of the lithographic apparatus. A filter is calculated from the first and second calibration vibration data, the filter being such that when applied to the first calibration vibration data, its output correlates closer with the second calibration vibration data. The filter can then be applied to vibration data obtained using the first sensor to obtain an estimate of a vibration component of the first parameter data during the lithographic process.

    LITHOGRAPHIC APPARATUS AND DEVICE MANUFACTURING METHOD
    19.
    发明申请
    LITHOGRAPHIC APPARATUS AND DEVICE MANUFACTURING METHOD 有权
    LITHOGRAPHIC装置和装置制造方法

    公开(公告)号:US20150241791A1

    公开(公告)日:2015-08-27

    申请号:US14431229

    申请日:2013-10-08

    CPC classification number: G03F7/70483 G03F7/70516 G03F7/70775 G03F7/709

    Abstract: A method involving obtaining first calibration vibration data relating to vibrations of the lithographic apparatus from a sensor that is part of the lithographic apparatus and obtaining second calibration vibration data, the second calibration vibration data being a component of first parameter data of the lithographic apparatus. A filter is calculated from the first and second calibration vibration data, the filter being such that when applied to the first calibration vibration data, its output correlates closer with the second calibration vibration data. The filter can then be applied to vibration data obtained using the first sensor to obtain an estimate of a vibration component of the first parameter data during the lithographic process.

    Abstract translation: 一种方法,包括从作为光刻设备的一部分的传感器获得与光刻设备的振动相关的第一校准振动数据,并获得第二校准振动数据,第二校准振动数据是光刻设备的第一参数数据的分量。 根据第一和第二校准振动数据计算滤波器,滤波器使得当应用于第一校准振动数据时,其输出与第二校准振动数据更接近。 然后可以将滤波器应用于使用第一传感器获得的振动数据,以在光刻处理期间获得第一参数数据的振动分量的估计。

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