crossrefPhotonics2022-07-23Cited by 8
Inverse Design for Coating Parameters in Nano-Film Growth Based on Deep Learning Neural Network and Particle Swarm Optimization Algorithm
Xiaohan Guo, Jinsu Lu, Yu Li, Jianhong Li, Weiping Huang
The NN (neural network)-PSO (particle swarm optimization) method is demonstrated to be able to inversely extract the coating parameters for the multilayer nano-films through a simulation case and two experimental cases to verify its accuracy and robustness. In the simulation case…