Design of Optically Transparent Coded Metamaterial Based on an Indium Tin Oxide Film Using Deep Learning for Radar Cross-Section Reduction

Z Wang, H Luo, Y Cheng, F Chen… - ACS Applied Nano …, 2024 - ACS Publications
A multimechanism optically transparent coded metamaterial absorber is designed and
fabricated to suppress backward scattering based on deep neural network (DNN) and …

Inverse design of colored daytime radiative coolers using deep neural networks

H Keawmuang, T Badloe, C Lee, J Park… - Solar Energy Materials and …, 2024 - Elsevier
Passive daytime radiative cooling is an eco-friendly and cost-efficient cooling strategy that is
achieved by selectively reflecting the solar irradiance and emitting heat to cold background …

Deep learning-based inverse design of multi-functional metasurface absorbers

Y Huang, X Liu, M Liu, J Chen, W Du, Z Liu - Optics Letters, 2024 - opg.optica.org
A novel approach—integrating a simulated annealing (SA) algorithm with deep learning
(DL) acceleration—is presented for the rapid and accurate development of terahertz perfect …