PyTorch implementations of Generative Adversarial Networks.

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasurfaces. Reference: https://onlinelibrary.wiley.com/doi/10.10…

🙄 Difficult algorithm, Simple code.

Matlab -python -lumerical FDTD ，quick build the mode and access result data

Micro/Nano Photonics devices and Inverse design