METHOD OF GENERATING DEVICE STRUCTURE PREDICTION MODEL AND DEVICE STRUCTURE SIMULATION APPARATUS

    公开(公告)号:US20230062430A1

    公开(公告)日:2023-03-02

    申请号:US17890557

    申请日:2022-08-18

    Abstract: A device structure simulation apparatus includes a memory storing a device structure simulation program and a processor configured to execute the device structure simulation program stored in the memory. By executing the device structure simulation program, the device structure simulation apparatus is further configured to receive spectrum data of a target device, generate an input data set by performing preprocessing on the spectrum data, and train a model based on the input data set such that the model is configured to predict a structure of the target device. The preprocessing including selecting a certain basis function based on the spectrum data and separating the spectrum data into sets of certain basis functions, and the model includes at least one sub model.

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