4 papers · 1 filter
Spectroscopy on a single nonlinear mode recognizes quantum states
Wouter Verstraelen, StanisÅaw Åwierczewski, Andrzej Opala +7
Characterising optical quantum states is essential for the development of quantum technologies. While traditional approaches to perform full quantum state tomography are often expe…
Quantization of Polaritons Confined in Dielectric Structures
Amir Rahmani, Dogyun Ko, Maciej Dems +2
Light-matter interaction in the regime of strong quantum coupling is usually treated within the framework of the Hopfield model. However, the picture of coupling well-defined modes…
Phase-Space Framework for Noisy Intermediate-Scale Quantum Optical Neural Networks
StanisÅaw Åwierczewski, Wouter Verstraelen, Piotr Deuar +4
Quantum optical neural networks (QONNs) enable information processing beyond classical limits by exploiting the advantages of classical and quantum optics. However, simulation of l…
Estimation of the second-order coherence function using quantum reservoir and ensemble methods
Dogyun Ko, StanisÅaw Åwierczewski, Andrzej Opala +2
We propose a machine learning-based approach enhanced by quantum reservoir computing (QRC) to estimate the zero-time second-order correlation function g2(0). Typically, measuring g…