Endpoint detection algorithm for atomic layer etching (ALE)

    公开(公告)号:US10453653B2

    公开(公告)日:2019-10-22

    申请号:US15453555

    申请日:2017-03-08

    Abstract: Described herein are architectures, platforms and methods for determining endpoints of an optical emission spectroscopy (OES) data acquired from a plasma processing system. The OES data, for example, includes an absorption—step process, a desorption—step process, or a combination thereof. In this example, the OES data undergoes signal synchronization and transient signal filtering prior to endpoint determination, which may be implemented through an application of a moving average filter.

    Optical diagnostics of semiconductor process using hyperspectral imaging

    公开(公告)号:US12165937B2

    公开(公告)日:2024-12-10

    申请号:US18075058

    申请日:2022-12-05

    Abstract: Disclosed are embodiments of an improved apparatus and system, and associated methods for optically diagnosing a semiconductor manufacturing process. A hyperspectral imaging system is used to acquire spectrally-resolved images of emissions from the plasma, in a plasma processing system. Acquired hyperspectral images may be used to determine the chemical composition of the plasma and the plasma process endpoint. Alternatively, a hyperspectral imaging system is used to acquire spectrally-resolved images of a substrate before, during, or after processing, to determine properties of the substrate or layers and features formed on the substrate, including whether a process endpoint has been reached; or before or after processing, for inspecting the substrate condition.

    Time-resolved OES data collection
    13.
    发明授权

    公开(公告)号:US12158374B2

    公开(公告)日:2024-12-03

    申请号:US17973083

    申请日:2022-10-25

    Abstract: A method of processing a substrate that includes: exposing the substrate in a plasma processing chamber to a plasma powered by applying a first power to a first electrode of a plasma processing chamber; turning OFF the first power to the first electrode after the first time duration; while the first power is OFF, applying a second power to a second electrode of the plasma processing chamber for a second time duration, the second time duration being shorter than the first time duration, an energy of the second power over the second time duration is less than an energy of the first power over the first time duration by a factor of at least 2; and detecting an optical emission spectrum (OES) from species in the plasma processing chamber.

    Time-Resolved OES Data Collection
    14.
    发明公开

    公开(公告)号:US20240230409A9

    公开(公告)日:2024-07-11

    申请号:US17973083

    申请日:2022-10-25

    CPC classification number: G01J3/443 G01J3/0205

    Abstract: A method of processing a substrate that includes: exposing the substrate in a plasma processing chamber to a plasma powered by applying a first power to a first electrode of a plasma processing chamber; turning OFF the first power to the first electrode after the first time duration; while the first power is OFF, applying a second power to a second electrode of the plasma processing chamber for a second time duration, the second time duration being shorter than the first time duration, an energy of the second power over the second time duration is less than an energy of the first power over the first time duration by a factor of at least 2; and detecting an optical emission spectrum (OES) from species in the plasma processing chamber.

    Optical diagnostics of semiconductor process using hyperspectral imaging

    公开(公告)号:US11538723B2

    公开(公告)日:2022-12-27

    申请号:US16880042

    申请日:2020-05-21

    Abstract: Disclosed are embodiments of an improved apparatus and system, and associated methods for optically diagnosing a semiconductor manufacturing process. A hyperspectral imaging system is used to acquire spectrally-resolved images of emissions from the plasma, in a plasma processing system. Acquired hyperspectral images may be used to determine the chemical composition of the plasma and the plasma process endpoint. Alternatively, a hyperspectral imaging system is used to acquire spectrally-resolved images of a substrate before, during, or after processing, to determine properties of the substrate or layers and features formed on the substrate, including whether a process endpoint has been reached; or before or after processing, for inspecting the substrate condition.

    METHOD OF ENDPOINT DETECTION OF PLASMA ETCHING PROCESS USING MULTIVARIATE ANALYSIS
    18.
    发明申请
    METHOD OF ENDPOINT DETECTION OF PLASMA ETCHING PROCESS USING MULTIVARIATE ANALYSIS 有权
    使用多重分析的等离子体蚀刻过程的端点检测方法

    公开(公告)号:US20160172258A1

    公开(公告)日:2016-06-16

    申请号:US15053368

    申请日:2016-02-25

    Abstract: Described is a method for determining an endpoint of an etch process using optical emission spectroscopy (OES) data as an input. Optical emission spectroscopy (OES) data are acquired by a spectrometer attached to a plasma etch processing tool. The acquired time-evolving spectral data are first filtered and demeaned, and thereafter transformed into transformed spectral data, or trends, using multivariate analysis such as principal components analysis, in which previously calculated principal component weights are used to accomplish the transform. A functional form incorporating multiple trends may be used to more precisely determine the endpoint of an etch process. A method for calculating principal component weights prior to actual etching, based on OES data collected from previous etch processing, is disclosed, which method facilitates rapid calculation of trends and functional forms involving multiple trends, for efficient and accurate in-line determination of etch process endpoint.

    Abstract translation: 描述了使用光发射光谱(OES)数据作为输入来确定蚀刻工艺的端点的方法。 光发射光谱(OES)数据通过附着在等离子体蚀刻处理工具上的光谱仪获得。 首先将所获取的时间演变的光谱数据进行滤波并分析,然后使用多元分析(如主成分分析)将其转换为变换的光谱数据或趋势,其中先前计算的主成分权重用于完成变换。 可以使用包含多个趋势的功能形式来更准确地确定蚀刻工艺的终点。 公开了一种基于从先前蚀刻处理收集的OES数据计算实际蚀刻之前的主要分量权重的方法,该方法有助于快速计算涉及多个趋势的趋势和功能形式,以有效和准确地在线确定蚀刻过程 端点。

    Method for OES Data Collection and Endpoint Detection

    公开(公告)号:US20240136164A1

    公开(公告)日:2024-04-25

    申请号:US17972958

    申请日:2022-10-24

    CPC classification number: H01J37/32972 H01J37/32926

    Abstract: A method of processing a substrate that includes: exposing the substrate in a plasma processing chamber to a plasma powered by applying a first power to a first electrode of the plasma processing chamber for a first time duration; and after the first time duration, determining a process endpoint by: while exposing the substrate to the plasma by applying the first power to the first electrode, applying a second power to a second electrode of the plasma processing chamber for a second time duration that is shorter than the first time duration; and obtaining an optical emission spectrum (OES) from the plasma while applying the second power to the second electrode, where an energy of the second power over the second time duration is less than an energy of the first power over a sum of the first and the second time durations by a factor of at least 2.

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