Quantum supremacy in end-to-end intelligent IT. Pt. 2: state - of - art of quantum SW/HW computational gate-model toolkit
Автор: Ivancova Olga, Korenkov Vladimir, Tyatyushkina Olga, Ulyanov Sergey, Fukuda Toshio
Журнал: Сетевое научное издание «Системный анализ в науке и образовании» @journal-sanse
Статья в выпуске: 1, 2020 года.
Бесплатный доступ
Several paradigms of quantum computing are considered. Quantum computer simulators are described. Models of learning quantum systems from experiments are considered. Quantum speed-up limitation in two-level systems (qubit) is discussed. The approaches to the formation of a quantum variational intrinsic solver are considered.
Quantum algorithm, quantum computer, quantum computation intelligence, quantum programming
Короткий адрес: https://sciup.org/14123310
IDR: 14123310
Список литературы Quantum supremacy in end-to-end intelligent IT. Pt. 2: state - of - art of quantum SW/HW computational gate-model toolkit
- Ivancova O.V., Korenkov V.V., Ulyanov S.V. QUANTUM SOFTWARE ENGINEERING Textbook 2: Quantum supremacy modelling. Part I: Design IT and information analysis of quantum algorithms. — M.: Kurs, 2020.
- Ivancova O.V., Korenkov V.V., Ulyanov S.V. QUANTUM SOFTWARE ENGINEERING Textbook 2: Quantum supremacy modelling. Part II: Quantum search algorithms simulator – computational intelligence toolkit. — M.: Kurs, 2020.
- Fingerhuth M, Babej T, Wittek P (2018) Open source software in quantum computing // PLoS ONE 13(12): e0208561. https://doi.org/ 10.1371/journal.pone.0208561.
- Harper R. Efficient learning of quantum noise // arXiv:1907.13022v1 [quant-ph] 30 Jul 2019.
- Gentile A. A. et al. Learning models of quantum systems from experiments // arXiv:2002.06169v1 [quant-ph] 2020.
- Krenn M. Computer-inspired Quantum Experiments // arXiv:2002.09970v1 [quant-ph]. — 2020.
- Koch D. Benchmarking Qubit Quality and Critical Subroutines on IBM's 20 Qubit Device // arXiv:2003.01009v1 [quant-ph] 2 Mar 2020.
- Wie Ch. Bloch sphere model for two-qubit pure states // arXiv:1403.8069v2. 2014.
- Wie Ch. Two-qubit Bloch sphere // arXiv: [quant-ph] 2003.01699. — 12 March, 2020.
- Shao Y. Operational definition of quantum speed limit // arXiv:2002.10822v1 [quant-ph] 25 Feb 2020.
- Lin C. Time-optimal control of a dissipative qubit // arXiv:2002.07653v1 [quant-ph] 18 Feb 2020.
- Cuomo D. Towards a Distributed Quantum Computing Ecosystem // arXiv:2002.11808v1 [quant-ph] 17 Feb 2020.
- Ajagekar A. Quantum Computing Assisted Deep Learning for Fault Detection and Diagnosis in Industrial Process Systems // arXiv: [quant-ph.2003.00264. 3 March 2020.
- Peruzzo A.A variational eigenvalue solver on a photonic quantum processor // NATURE COMMUNICATIONS. — 2014. — Vol. 5. — No 4213. [DOI: 10.1038/ncomms5213].
- Yao Xi-Wei at al., Quantum image processing and its application to edge detection: Theory and experiment // Physical Review. — 2017. — Vol. X 7. — Pp. 031041.
- Coles P.J. Quantum Algorithm Implementations for Beginners // arXiv:1804.03719v1 [cs.ET] 10 Apr 2018.
- Hauke P. et al. Perspectives of quantum annealing: Methods and Implementations // arXiv:1903.06559v1 [quant-ph] 15 Mar 2019.
- Dewes A. Demonstrating quantum speed-up with a two-transmon quantum processor. Super-conductivity [cond-mat.supr-con]. Université Pierre et Marie Curie - Paris VI, 2012.
- Broughton M. et al. TensorFlow Quantum: A Software Framework for Quantum Machine Learning // arXiv:2003.02989v1 [quant-ph] 6 Mar 2020.
- Coles P.J., et al. Quantum Algorithm Implementations for Beginners // arXiv:1804.03719v1 [cs.ET] 10 Apr 2018.
- Childs A.M. Lecture Notes on Quantum Algorithms // University of Maryland. — 30 May 2017.
- Botsinis P. et al. Quantum Search Algorithms for Wireless Communications // IEEE COM-MUNICATIONS SURVEYS & TUTORIALS. — 2019. — Vol. 21. — No. 2. — Pp. 1209-1242.
- Silva V. Practical Quantum Computing for Developers: Programming Quantum Rigs in the Cloud using Python, Quantum Assembly Language and IBM Experience. — APRESS. CARY, NC, USA. — 2018.
- Udrescu-Milosav M. Quantum Circuits Engineering: Efficient Simulation and Reconfigurable Quantum Hardware. — Ph.D. Thesis. — Politehnica University of Timis¸oara Timisoara, Ro-mania. — 2005.
- Bonnetain X. et al. Quantum Attacks without Superposition Queries: the Offline Simon’s Algo-rithm // http://arxiv.org/abs/2002.12439v1. — 2020.
- Dewes A. Demonstrating Quantum Speed-Up with a Two-Transmon Quantum Processor. Su-perconductivity [cond-mat.supr-con]. Université Pierre et Marie Curie. — Paris VI, 2012.
- Zhang M. QuMAsim: A Quantum Architecture Simulation and Verification Platform. — Mas-ter of Science in Microelectronics at the Delft University of Technology. — 2018.
- Wilhelm F.K. et al. Entwicklungsstand Quantencomputer. — Federal Office for Information Security. — 2017.
- Tacchino F. et al. An artificial neuron implemented on an actual quantum processor // npj Quan-tum Information. — 2019. — Vol. 5. — No 26.
- Nation P.D. et al. QuTiP: Quantum Toolbox in Python Release 4.2.0. — Jan 17, 2018.
- Loceff M. A Course in Quantum Computing for the Community College. Vol. 1. — Foothill College. — 2015.
Статья научная
