Qadence: a differentiable interface for digital-analog programs
Fuente:
arXiv
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| Autores principales: | , , , , , , , , , , , |
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| Formato: | Preprint |
| Publicado: |
2024
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| Materias: | |
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| _version_ | 1866929214426447872 |
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| author | Seitz, Dominik Heim, Niklas Moutinho, João P. Guichard, Roland Abramavicius, Vytautas Wennersteen, Aleksander Both, Gert-Jan Quelle, Anton de Groot, Caroline Velikova, Gergana V. Elfving, Vincent E. Dagrada, Mario |
| author_facet | Seitz, Dominik Heim, Niklas Moutinho, João P. Guichard, Roland Abramavicius, Vytautas Wennersteen, Aleksander Both, Gert-Jan Quelle, Anton de Groot, Caroline Velikova, Gergana V. Elfving, Vincent E. Dagrada, Mario |
| contents | Digital-analog quantum computing (DAQC) is an alternative paradigm for universal quantum computation combining digital single-qubit gates with global analog operations acting on a register of interacting qubits. Currently, no available open-source software is tailored to express, differentiate, and execute programs within the DAQC paradigm. In this work, we address this shortfall by presenting Qadence, a high-level programming interface for building complex digital-analog quantum programs developed at Pasqal. Thanks to its flexible interface, native differentiability, and focus on real-device execution, Qadence aims at advancing research on variational quantum algorithms built for native DAQC platforms such as Rydberg atom arrays. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2401_09915 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Qadence: a differentiable interface for digital-analog programs Seitz, Dominik Heim, Niklas Moutinho, João P. Guichard, Roland Abramavicius, Vytautas Wennersteen, Aleksander Both, Gert-Jan Quelle, Anton de Groot, Caroline Velikova, Gergana V. Elfving, Vincent E. Dagrada, Mario Quantum Physics Machine Learning Programming Languages Software Engineering Digital-analog quantum computing (DAQC) is an alternative paradigm for universal quantum computation combining digital single-qubit gates with global analog operations acting on a register of interacting qubits. Currently, no available open-source software is tailored to express, differentiate, and execute programs within the DAQC paradigm. In this work, we address this shortfall by presenting Qadence, a high-level programming interface for building complex digital-analog quantum programs developed at Pasqal. Thanks to its flexible interface, native differentiability, and focus on real-device execution, Qadence aims at advancing research on variational quantum algorithms built for native DAQC platforms such as Rydberg atom arrays. |
| title | Qadence: a differentiable interface for digital-analog programs |
| topic | Quantum Physics Machine Learning Programming Languages Software Engineering |
| url | https://arxiv.org/abs/2401.09915 |