Method and device with in-fab wafer yield prediction
AssigneeSamsung Electronics Co., Ltd.
InventorsJaewon LEE, Namyeong KWON
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Abstract
A method and a device for predicting a yield of an in-fab wafer including: generating at least one virtual process path on a residual process of the in-fab wafer; and predicting the yield of a virtual fab-out wafer that corresponds to the at least one virtual process path by using a trained yield predicting model are provided.
Claims20
A method for predicting a yield of an in-fabrication wafer, the method comprising:
- generating a virtual process path comprised of data corresponding to a residual process of the in-fabrication wafer, wherein the residual process is an uncompleted portion of a process of fabricating the in-fabrication wafer;
- and
- predicting the yield of the in-fabrication wafer by using a yield predicting model, the yield predicting model predicting the yield based on the virtual process path.
A device for predicting a yield of an in-fabrication wafer, the device comprising:
- one or more processors and a memory,
- wherein the memory stores instructions configured to cause the one or more processors to perform a process comprising:
- generating a virtual process path comprised of data on a residual process of the in-fabrication wafer, wherein the residual process is an uncompleted portion of a process of fabricating the in-fabrication wafer;
- and
- predicting the yield of the in-fabrication wafer by using a yield predicting model, the yield predicting model predicting the yield based on the virtual process path.
A non-volatile computer-readable medium storing information configured to cause one or more processors to perform a process for determining a yield associated with an in-fabrication wafer, the in-fabrication wafer fabricated with fabrication steps of a fabrication process, the process comprising:
- receiving first fabrication data of the in-fabrication wafer, the first fabrication data comprising information about first steps of the fabrication process that have been completed for the in-fabrication wafer, wherein second steps of the fabrication process have not been completed for the in-fabrication wafer;
- determining second fabrication data of the in-fabrication wafer, the second fabrication data comprising information about the second steps of the fabrication process that have been not completed for the in-fabrication wafer;
- and
- predicting the yield of the in-fabrication wafer based on the first fabrication data and the second fabrication data.
Dependencies are inferred from the claim text.