Finding the optical properties of plasmonic structures by image processing using a combination of convolutional neural networks and recurrent neural networks

Optimisation of colour generation from dielectric nanostructures using reinforcement learning

(2019) Iman Sajedian et al.   OPTICS EXPRESS

Deep-Learning-Enabled On-Demand Design of Chiral Metamaterials

(2018) Wei Ma et al.   ACS Nano

Training Deep Neural Networks for the Inverse Design of Nanophotonic Structures

(2018) Dianjing Liu et al.   ACS Photonics

Nanophotonic particle simulation and inverse design using artificial neural networks

(2018) John Peurifoy et al.   Science Advances

Predicting the sequence specificities of DNA- and RNA-binding proteins by deep learning

(2015) Babak Alipanahi et al.   NATURE BIOTECHNOLOGY

Searching for exotic particles in high-energy physics with deep learning

(2014) P. Baldi et al.   Nature Communications