Publications of the Research Group Computational Photonics

Prof. Dr. Antonio Calà Lesina

Machine Learning Applications in Plasmonics

authored by
J. Baxter, A. Cala Lesina, J. M. Guay, L. Ramunno

The abundance of acquired data from experiments and simulations makes the field of photonics a perfect environment for machine learning applications. Here we will apply Deep Neural Networks (DNNs) to predict the colour of nano-structured surfaces using either the nanoparticle geometric parameters, or laser parameters used to develop the nano-structured surfaces.

External Organisation(s)
University of Ottawa
Conference contribution
Publication date
Publication status
Peer reviewed
ASJC Scopus subject areas
Computer Networks and Communications, Atomic and Molecular Physics, and Optics, Electronic, Optical and Magnetic Materials
Electronic version(s) (Access: Closed)