Inverse Design of Quantum Holograms in Three-Dimensional Nonlinear Photonic Crystals
arXiv:2102.10344 · doi:10.1364/CLEO_QELS.2021.FM1N.7
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.
arXiv commentA supporting code will be published shortly
References in corpus (7)
- Auto-Encoding Variational Bayes
- Spontaneous parametric down-conversion
- Simultaneous near-field and far field spatial quantum correlations in spontaneous parametric down-conversion
- Quantum state engineering with twisted photons via adaptive shaping of the pump beam
- Coherent manipulation of a three-dimensional maximally entangled state
- Post-selection free spatial Bell state generation
- Generalized Hermite-Gauss decomposition of the two-photon state produced by spontaneous parametric down-conversion