OPTICAL INSPECTION-BASED AUTOMATIC DEFECT CLASSIFICATION

    公开(公告)号:US20250117915A1

    公开(公告)日:2025-04-10

    申请号:US18482209

    申请日:2023-10-06

    Abstract: Implementations disclosed describe, among other things, a systems and techniques for perform efficient inspection of a semiconductor manufacturing sample. The techniques include collecting optical inspection data for training sample(s) that have a plurality of defects. The techniques further include generating, using the optical inspection data, a training data set that includes descriptions, images, and ground truth classifications for the defects. The techniques further include using the training data set to train a plurality of machine learning (ML) classifiers to generate predicted classifications for the defects in the training sample(s). The techniques further include selecting, using the predicted classifications and the ground truth classifications, one or more ML classifiers that meet one or more accuracy criteria, and using the selected ML classifier(s) to classify defects in the semiconductor manufacturing sample.

    PRECISION TIMING OF PROCESSING ACTIONS IN MANUFACTURING SYSTEMS

    公开(公告)号:US20250117002A1

    公开(公告)日:2025-04-10

    申请号:US18481171

    申请日:2023-10-04

    Abstract: A method includes identifying a target substrate process operation start time. The start time corresponds to a time of initiation of one or more substrate process actions. The method further includes providing to a model first one or more parameters of a gas transfer system associated with the substrate process operation. The method further includes obtaining first output from the model. The first output includes an indication of a first preemptive time period for initiation of first one or more gas delivery actions. The method further includes updating a process recipe. The process recipe is updated in accordance with the first preemptive time period. Updating the process recipe is to cause the first one or more gas delivery actions to deliver a first process gas to a process chamber within a threshold time window of the substrate process operation start time.

    HIGH PERFORMANCE CMP MULTIDISK APPARATUS

    公开(公告)号:US20250114908A1

    公开(公告)日:2025-04-10

    申请号:US18483070

    申请日:2023-10-09

    Abstract: A system may include a gimbal defining a plurality of pockets, where each pocket may include a first portion and a second portion that extends between the first portion and a base of the pocket. The second portion may have a greater diameter than the first portion. The system may include a plurality of conditioning disks, where each conditioning disk is seated within the first portion of a respective pocket. The system may include a plurality of gaskets, where each gasket is seated within the second portion of a respective pocket. The system may include a plurality o-rings, each o-ring disposed between a peripheral edge of one of the plurality of conditioning disks and a lateral wall of one of the plurality of pockets. The system may include a plurality of shoulder screws for coupling the gimbal with one of the plurality of gaskets and a conditioning disk.

    COMPACT SCRUBBER FOR PLASMA ABATEMENT GAS STREAM

    公开(公告)号:US20250114740A1

    公开(公告)日:2025-04-10

    申请号:US18377138

    申请日:2023-10-05

    Abstract: Disclosed herein are an auxiliary abatement device for abating effluent gases, an abatement system including the auxiliary abatement device, and an abatement method for the abatement system. The auxiliary abatement device includes a first chamber comprising a first inlet configured to receive the effluent gases; and a second chamber configured to treat the effluent gases and comprising a second inlet configured to receive a reagent, a first outlet configured to output treated effluent gases, and a second outlet configured to output a byproduct produced by treating the effluent gases. The first chamber and the second chamber are coupled by a conduit. The abatement system includes a plasma unit and an auxiliary abatement device to partially treat the effluent gases. The abatement system utilizes a primary abatement unit disposed downstream of the plasma unit and the auxiliary abatement device to treat the effluent gases in bulk.

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