Figure 5 | Scientific Reports

Figure 5

From: Grid-wise simulation acceleration of the electromagnetic fields of 2D optical devices using super-resolution

Figure 5The alternative text for this image may have been generated using AI.

FRSR model architecture of the super-resolution model. We applied nine convolutional layers, and the last layer is the deconvolution layer. Leaky-ReLU was applied as an activation function between the eight layers except for the deconvolution layer. The residual image generated through the convolutional layer is combined with the interpolation image generated through bicubic interpolation to restore a high-resolution image.

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