Inverse Design of Quantum Holograms in Three-Dimensional Nonlinear Photonic Crystals
Quantum Physics
2021-12-14 v1 Machine Learning
Abstract
We introduce a systematic approach for designing 3D nonlinear photonic crystals and pump beams for generating desired quantum correlations between structured photon-pairs. Our model is fully differentiable, allowing accurate and efficient learning and discovery of novel designs.
Keywords
Cite
@article{arxiv.2102.10344,
title = {Inverse Design of Quantum Holograms in Three-Dimensional Nonlinear Photonic Crystals},
author = {Eyal Rozenberg and Aviv Karnieli and Ofir Yesharim and Sivan Trajtenberg-Mills and Daniel Freedman and Alex M. Bronstein and Ady Arie},
journal= {arXiv preprint arXiv:2102.10344},
year = {2021}
}
Comments
A supporting code will be published shortly