Semiconductor processing tools with improved performance by use of hybrid learning models

    公开(公告)号:US11586794B2

    公开(公告)日:2023-02-21

    申请号:US16944012

    申请日:2020-07-30

    Abstract: Embodiments disclosed herein include a semiconductor manufacturing tool with a hybrid model and methods of using the hybrid model for processing wafers and/or developing process recipes. In an embodiment, a method for developing a semiconductor manufacturing process recipe comprises selecting one or more device outcomes, and querying a hybrid model to obtain a process recipe recommendation suitable for obtaining the device outcomes. In an embodiment, the hybrid process model comprises a statistical model and a physical model. In an embodiment, the method may further comprise executing a design of experiment (DoE) on a set of wafers to validate the process recipe recommended by the hybrid process model.

    Apparatus and methods for photo-excitation processes

    公开(公告)号:US10370762B2

    公开(公告)日:2019-08-06

    申请号:US15359090

    申请日:2016-11-22

    Inventor: Stephen Moffatt

    Abstract: Embodiments of the disclosure provide a method and apparatus for depositing a layer on a substrate. In one embodiment, the method includes exposing a surface of the substrate disposed within a processing chamber to a fluid precursor, directing an electromagnetic radiation generated from a radiation source to a light scanning unit such that the electromagnetic radiation is deflected and scanned across the surface of the substrate upon which a material layer is to be formed, and initiating a deposition process with the electromagnetic radiation having a wavelength selected for photolytic dissociation of the fluid precursor to deposit the material layer onto the surface of the substrate. The radiation source may comprise a laser source, a bright light emitting diode (LED) source, or a thermal source. In one example, the radiation source is a fiber laser producing output in the ultraviolet (UV) wavelength range.

    Ambient laminar gas flow distribution in laser processing systems

    公开(公告)号:US10094618B2

    公开(公告)日:2018-10-09

    申请号:US15366908

    申请日:2016-12-01

    Abstract: A method and apparatus for annealing semiconductor substrates is disclosed. The apparatus has an annealing energy source and a substrate support, with a shield member disposed between the annealing energy source and the substrate support. The shield member is a substantially flat member having a dimension larger than a substrate processed on the substrate support, with a window covering a central opening in the substantially flat member. The central opening has a gas inlet portal and a gas outlet portal, each in fluid communication with a gas inlet plenum and gas outlet plenum, respectively. A connection member is disposed around the central opening and holds the window over the central opening. Connection openings in the connection member are in fluid communication with the gas inlet plenum and gas outlet plenum, respectively, through a gas inlet conduit and a gas outlet conduit formed through the connection member.

    Methods for photo-excitation of precursors in epitaxial processes using a rotary scanning unit
    29.
    发明授权
    Methods for photo-excitation of precursors in epitaxial processes using a rotary scanning unit 有权
    使用旋转扫描单元在外延工艺中对前体进行光激发的方法

    公开(公告)号:US09499909B2

    公开(公告)日:2016-11-22

    申请号:US14186837

    申请日:2014-02-21

    Inventor: Stephen Moffatt

    Abstract: Embodiments of the invention provide a method and apparatus for depositing a layer on a substrate. In one embodiment, the method includes exposing a surface of the substrate disposed within a processing chamber to a fluid precursor, directing an electromagnetic radiation generated from a radiation source to a light scanning unit such that the electromagnetic radiation is deflected and scanned across the surface of the substrate upon which a material layer is to be formed, and initiating a deposition process with the electromagnetic radiation having a wavelength selected for photolytic dissociation of the fluid precursor to deposit the material layer onto the surface of the substrate. The radiation source may comprise a laser source, a bright light emitting diode (LED) source, or a thermal source. In one example, the radiation source is a fiber laser producing output in the ultraviolet (UV) wavelength range.

    Abstract translation: 本发明的实施例提供了一种用于在衬底上沉积层的方法和装置。 在一个实施例中,该方法包括将设置在处理室内的衬底的表面暴露于流体前体,将从辐射源产生的电磁辐射引导到光扫描单元,使得电磁辐射被偏转并扫描横过表面 要在其上形成材料层的衬底,并且开始沉积过程,其中电磁辐射具有选择用于光解离流体前体的波长,以将材料层沉积到衬底的表面上。 辐射源可以包括激光源,亮发光二极管(LED)源或热源。 在一个示例中,辐射源是在紫外(UV)波长范围内产生输出的光纤激光器。

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