Hiperwalk: Simulation of Quantum Walks with Heterogeneous High-Performance Computing
Fuente:
arXiv
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| Autores principales: | , , , |
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| Formato: | Preprint |
| Publicado: |
2024
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| Materias: | |
| Acceso en línea: | |
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| _version_ | 1866917691658338304 |
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| author | Motta, Paulo Bezerra, Gustavo A. Santos, Anderson F. P. Portugal, Renato |
| author_facet | Motta, Paulo Bezerra, Gustavo A. Santos, Anderson F. P. Portugal, Renato |
| contents | The Hiperwalk package is designed to facilitate the simulation of quantum walks using heterogeneous high-performance computing, taking advantage of the parallel processing power of diverse processors such as CPUs, GPUs, and acceleration cards. This package enables the simulation of both the continuous-time and discrete-time quantum walk models, effectively modeling the behavior of quantum systems on large graphs. Hiperwalk features a user-friendly Python package frontend with comprehensive documentation, as well as a high-performance C-based inner core that leverages parallel computing for efficient linear algebra calculations. This versatile tool empowers researchers to better understand quantum walk behavior, optimize implementation, and explore a wide range of potential applications, including spatial search algorithms. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2406_08186 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Hiperwalk: Simulation of Quantum Walks with Heterogeneous High-Performance Computing Motta, Paulo Bezerra, Gustavo A. Santos, Anderson F. P. Portugal, Renato Quantum Physics Mathematical Software The Hiperwalk package is designed to facilitate the simulation of quantum walks using heterogeneous high-performance computing, taking advantage of the parallel processing power of diverse processors such as CPUs, GPUs, and acceleration cards. This package enables the simulation of both the continuous-time and discrete-time quantum walk models, effectively modeling the behavior of quantum systems on large graphs. Hiperwalk features a user-friendly Python package frontend with comprehensive documentation, as well as a high-performance C-based inner core that leverages parallel computing for efficient linear algebra calculations. This versatile tool empowers researchers to better understand quantum walk behavior, optimize implementation, and explore a wide range of potential applications, including spatial search algorithms. |
| title | Hiperwalk: Simulation of Quantum Walks with Heterogeneous High-Performance Computing |
| topic | Quantum Physics Mathematical Software |
| url | https://arxiv.org/abs/2406.08186 |