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

arXiv: https://arxiv.org/abs/2102.10344 · HTML: https://mlsanity.com/paper/2102.10344/

## Key facts

- Cited by 3 papers in the map (data through 14 Oct 2026).
- Builds on 1 of its 12 references that are in the map.
- First posted on arXiv 20 Feb 2021.

## Builds on (most cited first, 1 of 1)

- [Auto-Encoding Variational Bayes](https://mlsanity.com/paper/1312.6114/) (2013)

## Built on by (most cited first, 3 of 3)

- [SPDCinv: Inverse Quantum-Optical Design of High-Dimensional Qudits](https://mlsanity.com/paper/2112.05934/) (2021)
- [Designing Nonlinear Photonic Crystals for High-Dimensional Quantum State Engineering](https://mlsanity.com/paper/2304.06810/) (2023)
- [A Theoretical Framework for an Efficient Normalizing Flow-Based Solution to the Electronic Schrodinger Equation](https://mlsanity.com/paper/2406.00047/) (2024)

## Abstract (arXiv)

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.