Efficient realization of quantum primitives for Shor's algorithm using PennyLane library.
Efficient realization of quantum algorithms is among main challenges on the way towards practical quantum computing. Various libraries and frameworks for quantum software engineering have been developed. Here we present a software package containing implementations of various quantum gates and well-...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Public Library of Science (PLoS)
2022-01-01
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| Series: | PLoS ONE |
| Online Access: | https://doi.org/10.1371/journal.pone.0271462 |
| _version_ | 1818017447136985088 |
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| author | A V Antipov E O Kiktenko A K Fedorov |
| author_facet | A V Antipov E O Kiktenko A K Fedorov |
| author_sort | A V Antipov |
| collection | DOAJ |
| description | Efficient realization of quantum algorithms is among main challenges on the way towards practical quantum computing. Various libraries and frameworks for quantum software engineering have been developed. Here we present a software package containing implementations of various quantum gates and well-known quantum algorithms using PennyLane library. Additoinally, we used a simplified technique for decomposition of algorithms into a set of gates which are native for trapped-ion quantum processor and realized this technique using PennyLane library. The decomposition is used to analyze resources required for an execution of Shor's algorithm on the level of native operations of trapped-ion quantum computer. Our original contribution is the derivation of coefficients needed for implementation of the decomposition. Templates within the package include all required elements from the quantum part of Shor's algorithm, specifically, efficient modular exponentiation and quantum Fourier transform that can be realized for an arbitrary number of qubits specified by a user. All the qubit operations are decomposed into elementary gates realized in PennyLane library. Templates from the developed package can be used as qubit-operations when defining a QNode. |
| first_indexed | 2024-04-14T07:27:16Z |
| format | Article |
| id | doaj.art-41b1b72def7b40ae812b8c04afb9015a |
| institution | Directory Open Access Journal |
| issn | 1932-6203 |
| language | English |
| last_indexed | 2024-04-14T07:27:16Z |
| publishDate | 2022-01-01 |
| publisher | Public Library of Science (PLoS) |
| record_format | Article |
| series | PLoS ONE |
| spelling | doaj.art-41b1b72def7b40ae812b8c04afb9015a2022-12-22T02:05:58ZengPublic Library of Science (PLoS)PLoS ONE1932-62032022-01-01177e027146210.1371/journal.pone.0271462Efficient realization of quantum primitives for Shor's algorithm using PennyLane library.A V AntipovE O KiktenkoA K FedorovEfficient realization of quantum algorithms is among main challenges on the way towards practical quantum computing. Various libraries and frameworks for quantum software engineering have been developed. Here we present a software package containing implementations of various quantum gates and well-known quantum algorithms using PennyLane library. Additoinally, we used a simplified technique for decomposition of algorithms into a set of gates which are native for trapped-ion quantum processor and realized this technique using PennyLane library. The decomposition is used to analyze resources required for an execution of Shor's algorithm on the level of native operations of trapped-ion quantum computer. Our original contribution is the derivation of coefficients needed for implementation of the decomposition. Templates within the package include all required elements from the quantum part of Shor's algorithm, specifically, efficient modular exponentiation and quantum Fourier transform that can be realized for an arbitrary number of qubits specified by a user. All the qubit operations are decomposed into elementary gates realized in PennyLane library. Templates from the developed package can be used as qubit-operations when defining a QNode.https://doi.org/10.1371/journal.pone.0271462 |
| spellingShingle | A V Antipov E O Kiktenko A K Fedorov Efficient realization of quantum primitives for Shor's algorithm using PennyLane library. PLoS ONE |
| title | Efficient realization of quantum primitives for Shor's algorithm using PennyLane library. |
| title_full | Efficient realization of quantum primitives for Shor's algorithm using PennyLane library. |
| title_fullStr | Efficient realization of quantum primitives for Shor's algorithm using PennyLane library. |
| title_full_unstemmed | Efficient realization of quantum primitives for Shor's algorithm using PennyLane library. |
| title_short | Efficient realization of quantum primitives for Shor's algorithm using PennyLane library. |
| title_sort | efficient realization of quantum primitives for shor s algorithm using pennylane library |
| url | https://doi.org/10.1371/journal.pone.0271462 |
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