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Showing 1 to 1 of 1 for “"Tandem Neural Networks"”.

  1. Implementation of Residual Tandem Neural Networks for Photonic Inverse Design

    … inherently address the non-uniqueness problem. A tandem approach, which consists of two interconnected models, is used, with the predictive model (the model that takes in a metastructure geometry and outputs a spectrum) acting as the ground truth. Region of Interest (ROI) modeling is also used to …

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