Deep Convolutional Mixture Density Network for Inverse Design of Layered Photonic Structures.

Machine learning (ML) techniques, such as neural networks, have emerged as powerful tools for the inverse design of nanophotonic structures. However, this innovative approach suffers some limitatio...