Nanophotonics | Optical Engineering | Photonics A deep learning method for empirical spectral prediction and inverse design of all-optical nonlinear plasmonic ring resonator switches. March 9, 2024
Nanophotonics | Space Technology Deep Learning-Based Metasurface Design for Smart Cooling of Spacecraft. December 8, 2023
Nanophotonics | Photonics Deep Convolutional Mixture Density Network for Inverse Design of Layered Photonic Structures. November 30, 2023
Artificial Intelligence | Materials Science | Nanophotonics A Quick Method for Predicting Reflectance Spectra of Nanophotonic Devices via Artificial Neural Network. November 10, 2023
Microelectronics | Nanophotonics A Comprehensive Review of Bio-Inspired Optimization Algorithms Including Applications in Microelectronics and Nanophotonics. July 28, 2023
Nanophotonics Inverse Design of Plasmonic Nanoantenna Using Generative Adversarial Network. June 13, 2023
Engineering | Nanophotonics Convolutional neural networks used for random structure SPP gratings spectral response prediction. January 13, 2023
Nanophotonics Optimization of metamaterials and metamaterial-microcavity based on deep neural networks. December 12, 2022
Materials Science | Nanophotonics | Optical Engineering Intelligent design of the chiral metasurfaces for flexible targets: combining a deep neural network with a policy proximal optimization algorithm. October 28, 2022
Inverse Design | Machine Learning | Nanophotonics Machine Learning in Interpolation and Extrapolation for Nanophotonic Inverse Design. September 28, 2022
Deep Learning | Nanophotonics Efficient inverse design and spectrum prediction for nanophotonic devices based on deep recurrent neural networks. May 10, 2021
Deep Learning | Nanophotonics | Nanotechnology Deep learning meets nanophotonics: A generalized accurate predictor for near fields and far fields of arbitrary 3D nanostructures. December 11, 2019