K

B

KERZABI , Badre

Last name: KERZABI

First name: Badre

2023 (v1)

Publication

Metadata-only

Back-Propagation Optimization and Multi-Valued Artificial Neural Networks for Highly Vivid Structural Color Filter Metasurfaces

Clini de Souza, Arthur Lanteri, Stéphane Enrique Hernandez-Figueroa, Hugo

We introduce a novel technique for designing color filter metasurfaces using a data-driven approach based on deep learning. Our innovative approach employs inverse design principles to identify highly efficient designs that outperform all the configurations in the training dataset, which consists of 810 distinct geometries solely. By combining...

Uploaded on: September 5, 2023
November 27, 2023 (v1)

Conference paper

Metadata-only

Advanced Deep Learning Technique for Highly Vivid Structural Color Filter Metasurfaces

Clini de Souza, Arthur Lanteri, Stéphane Kerzabi, Badre

We introduce a novel technique for designing color filter metasurfaces using a data-driven approach based on deep learning. Our innovative approach employs inverse design principles to identify highly efficient designs that outperform all the configurations in the training dataset, which consists of 810 distinct geometries solely. By combining...

Uploaded on: December 25, 2023