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| Main Authors: | , , , |
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| Format: | Preprint |
| Published: |
2026
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| Subjects: | |
| Online Access: | https://arxiv.org/abs/2603.16010 |
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| _version_ | 1866918395755102208 |
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| author | Maciel, Pedro Linck Pleasance, Graeme Petruccione, Francesco Bernardes, Nadja K. |
| author_facet | Maciel, Pedro Linck Pleasance, Graeme Petruccione, Francesco Bernardes, Nadja K. |
| contents | Open quantum walks (OQWs) constitute a class of quantum walks whose dynamics are entirely driven by interactions with the environment. It is well known that OQWs provide a general framework for implementing dissipative quantum computation. In this work, we demonstrate the feasibility of running the previously proposed quantum distance-based classifier within the open quantum walk computation model, and we show that its expected runtime remains finite even in the slower regime. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2603_16010 |
| institution | arXiv |
| publishDate | 2026 |
| record_format | arxiv |
| spellingShingle | Dissipative realization of a quantum distance-based classifier using open quantum walks Maciel, Pedro Linck Pleasance, Graeme Petruccione, Francesco Bernardes, Nadja K. Quantum Physics Open quantum walks (OQWs) constitute a class of quantum walks whose dynamics are entirely driven by interactions with the environment. It is well known that OQWs provide a general framework for implementing dissipative quantum computation. In this work, we demonstrate the feasibility of running the previously proposed quantum distance-based classifier within the open quantum walk computation model, and we show that its expected runtime remains finite even in the slower regime. |
| title | Dissipative realization of a quantum distance-based classifier using open quantum walks |
| topic | Quantum Physics |
| url | https://arxiv.org/abs/2603.16010 |