학술논문

Mie Resonance-based Meta-atom Design with Machine Learning Method
Document Type
Conference
Source
2023 Conference on Lasers and Electro-Optics (CLEO) Lasers and Electro-Optics (CLEO), 2023 Conference on. :1-2 May, 2023
Subject
Photonics and Electrooptics
Laser theory
Inverse problems
Electromagnetic scattering
Machine learning
Predictive models
Lasers and electrooptics
Laser modes
Language
Abstract
Forward prediction machine learning models were developed to predict the scattering behaviors and electromagnetic field of meta-atoms, while an inverse design model was built for reconstructing meta-atoms under the guidance of multipole expansion theory.