Spectroscopy on a single nonlinear mode recognizes quantum states
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arXiv
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| Autori principali: | , , , , , , , , , |
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| Natura: | Preprint |
| Pubblicazione: |
2025
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| _version_ | 1866908938271719424 |
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| author | Verstraelen, Wouter Świerczewski, Stanisław Opala, Andrzej Haky, Andrew Gadani, Matteo Xu, Huawen Kyriienko, Oleksandr Matuszewski, Michał Bramati, Alberto Liew, Timothy C. H. |
| author_facet | Verstraelen, Wouter Świerczewski, Stanisław Opala, Andrzej Haky, Andrew Gadani, Matteo Xu, Huawen Kyriienko, Oleksandr Matuszewski, Michał Bramati, Alberto Liew, Timothy C. H. |
| contents | Characterising optical quantum states is essential for the development of quantum technologies. While traditional approaches to perform full quantum state tomography are often experimentally demanding, neuromorphic architectures may provide an effective alternative. In this work, we demonstrate how a quantum nonlinear driven-dissipative mode is sufficient to act as a quantum reservoir. By analyzing the occupations at different frequencies in the emission spectrum, a linear regression suffices in many cases to recognize the relevant parameters of incident squeezed states. Beyond highlighting the general potential of this approach under continuous driving, we illustrate its effectiveness in an explicit nontrivial example where the source is a degenerate optical parametric oscillator (OPO), coupled to a nonlinear polariton microcavity. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2511_16945 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Spectroscopy on a single nonlinear mode recognizes quantum states Verstraelen, Wouter Świerczewski, Stanisław Opala, Andrzej Haky, Andrew Gadani, Matteo Xu, Huawen Kyriienko, Oleksandr Matuszewski, Michał Bramati, Alberto Liew, Timothy C. H. Quantum Physics Disordered Systems and Neural Networks Optics Characterising optical quantum states is essential for the development of quantum technologies. While traditional approaches to perform full quantum state tomography are often experimentally demanding, neuromorphic architectures may provide an effective alternative. In this work, we demonstrate how a quantum nonlinear driven-dissipative mode is sufficient to act as a quantum reservoir. By analyzing the occupations at different frequencies in the emission spectrum, a linear regression suffices in many cases to recognize the relevant parameters of incident squeezed states. Beyond highlighting the general potential of this approach under continuous driving, we illustrate its effectiveness in an explicit nontrivial example where the source is a degenerate optical parametric oscillator (OPO), coupled to a nonlinear polariton microcavity. |
| title | Spectroscopy on a single nonlinear mode recognizes quantum states |
| topic | Quantum Physics Disordered Systems and Neural Networks Optics |
| url | https://arxiv.org/abs/2511.16945 |