Artificial Neural Networks Applied in Fast-designing Parallel Trapping of All-dielectric Nanotweezers

We construct artificial neural networks to fast-design an all-dielectric nanotweezer, the all-dielectric nanotweezer can be used for high-throughput trapping of the nanoparticles with a radius of 60 nm. The work in this paper is of great significance for further study on the applications of artificial neural networks in other optical devices design for particles trapping.