Inverse Design of Quantum Holograms in Three-Dimensional Nonlinear Photonic Crystals

• URL: http://arxiv.org/abs/2102.10344v1
• Date: Sat, 20 Feb 2021 13:27:40 GMT
• Title: Inverse Design of Quantum Holograms in Three-Dimensional Nonlinear Photonic Crystals
• Authors: Eyal Rozenberg, Aviv Karnieli, Ofir Yesharim, Sivan Trajtenberg-Mills, Daniel Freedman, Alex M. Bronstein and Ady Arie
• Abstract summary: 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.
• Score: 9.04495546533794
• License: http://creativecommons.org/licenses/by-nc-sa/4.0/
• 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.

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