TECHNIQUES FOR ADDING AND REMOVING STRUCTURAL FEATURES DURING GRADIENT-BASED OPTIMIZATION

    公开(公告)号:US20240369941A1

    公开(公告)日:2024-11-07

    申请号:US18311837

    申请日:2023-05-03

    Abstract: In some embodiments, a computer-implemented method for designing a physical device is provided. A computing system determines whether a feature from a list of features is present in a set of structural parameters by, in response to determining whether a feature presence function indicates that the feature should be included in the set of structural parameters or not, updating the set of structural parameters to include the feature or refraining from updating the set of structural parameters to include the feature, accordingly. The computing system simulates performance of the initial design using the set of structural parameters to determine a performance loss value, determines a structural gradient based on the performance loss value, determines a feature gradient based on the performance loss value, and updates the features in the list of features based on the structural gradient and the feature gradient.

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