Grouping spectral data from polishing substrates

    公开(公告)号:US11774235B2

    公开(公告)日:2023-10-03

    申请号:US16024312

    申请日:2018-06-29

    Abstract: Among other things, a computer-based method is described. The method comprises receiving, by one or more computers, a plurality of measured spectra reflected from a substrate at a plurality of different positions on the substrate. The substrate comprises at least two regions having different structural features. The method also comprises performing, by the one or more computers, a clustering algorithm on the plurality of measured spectra to separate the plurality of measured spectra into a number of groups based on the spectral characteristics of the plurality of measured spectra; selecting one of the number of groups to provide a selected group having a subset of spectra from the plurality of measured spectra; and determining, in the one or more computers, at least one characterizing value for the substrate based on the subset of spectra of the selected group.

    CORE CONFIGURATION FOR IN-SITU ELECTROMAGNETIC INDUCTION MONITORING SYSTEM

    公开(公告)号:US20230213324A1

    公开(公告)日:2023-07-06

    申请号:US18183138

    申请日:2023-03-13

    CPC classification number: G01B7/105 B24B49/10

    Abstract: An apparatus for chemical mechanical polishing includes a support for a polishing pad having a polishing surface, and an electromagnetic induction monitoring system to generate a magnetic field to monitor a substrate being polished by the polishing pad. The electromagnetic induction monitoring system includes a core and a coil wound around a portion of the core. The core includes a back portion, a center post extending from the back portion in a first direction normal to the polishing surface, and an annular rim extending from the back portion in parallel with the center post and surrounding and spaced apart from the center post by a gap. A width of the gap is less than a width of the center post, and a surface area of a top surface of the annular rim is at least two times greater than a surface area of a top surface of the center post.

    PASSIVE ACOUSTIC MONITORING AND ACOUSTIC SENSORS FOR CHEMICAL MECHANICAL POLISHING

    公开(公告)号:US20220281057A1

    公开(公告)日:2022-09-08

    申请号:US17674768

    申请日:2022-02-17

    Abstract: A chemical mechanical polishing apparatus includes a platen to support a polishing pad, a carrier head to a surface of a substrate against the polishing pad, a motor to generate relative motion between the platen and the carrier head so as to polish an overlying layer on the substrate, an in-situ acoustic monitoring system, and a controller. The controller is configured to detect exposure of an underlying layer due to the polishing of the substrate based on measurements from the in-situ acoustic monitoring system. The in-situ acoustic monitoring system may detect exposure of an underlying layer based on comparison of the signal to prior measurements of acoustic signals generated by stress energy of test substrates.

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