A quantum-classical co-processing protocol towards simulating nuclear reactions on contemporary quantum hardware
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arXiv
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| Auteurs principaux: | , , , , , , , , , , |
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| Format: | Preprint |
| Publié: |
2023
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| _version_ | 1866916241939103744 |
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| author | Turro, Francesco Chistolini, Trevor Hashim, Akel Kim, Yosep Livingston, William Wendt, Kyle. A. Dubois, Jonathan L Pederiva, Francesco Quaglioni, Sofia Santiago, David I. Siddiqi, Irfan |
| author_facet | Turro, Francesco Chistolini, Trevor Hashim, Akel Kim, Yosep Livingston, William Wendt, Kyle. A. Dubois, Jonathan L Pederiva, Francesco Quaglioni, Sofia Santiago, David I. Siddiqi, Irfan |
| contents | Quantum computers hold great promise for arriving at exact simulations of nuclear dynamical processes (e.g., scattering and reactions) that are paramount to the study of nuclear matter at the limit of stability and to explaining the formation of chemical elements in stars. However, quantum simulations of the unitary (real) time dynamics of fermionic many-body systems require a currently prohibitive number of reliable and long-lived qubits. We propose a co-processing algorithm for the simulation of real-time dynamics in which the time evolution of the spatial coordinates is carried out on a classical processor, while the evolution of the spin degrees of freedom is carried out on a quantum processor. This hybrid algorithm is demonstrated by a quantum simulation of the scattering of two neutrons performed at the Lawrence Berkeley National Laboratory's Advanced Quantum Testbed. We show that, after implementation of error mitigation strategies to improve the accuracy of the algorithm in addition to the use of either circuit compression techniques or tomography as methods to elucidate the onset of decoherence, this initial demonstration validates the principle of the proposed co-processing scheme. We anticipate that a generalization of this present scheme will open the way for (real-time) path integral simulations of nuclear scattering. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2302_06734 |
| institution | arXiv |
| publishDate | 2023 |
| record_format | arxiv |
| spellingShingle | A quantum-classical co-processing protocol towards simulating nuclear reactions on contemporary quantum hardware Turro, Francesco Chistolini, Trevor Hashim, Akel Kim, Yosep Livingston, William Wendt, Kyle. A. Dubois, Jonathan L Pederiva, Francesco Quaglioni, Sofia Santiago, David I. Siddiqi, Irfan Quantum Physics Nuclear Theory Quantum computers hold great promise for arriving at exact simulations of nuclear dynamical processes (e.g., scattering and reactions) that are paramount to the study of nuclear matter at the limit of stability and to explaining the formation of chemical elements in stars. However, quantum simulations of the unitary (real) time dynamics of fermionic many-body systems require a currently prohibitive number of reliable and long-lived qubits. We propose a co-processing algorithm for the simulation of real-time dynamics in which the time evolution of the spatial coordinates is carried out on a classical processor, while the evolution of the spin degrees of freedom is carried out on a quantum processor. This hybrid algorithm is demonstrated by a quantum simulation of the scattering of two neutrons performed at the Lawrence Berkeley National Laboratory's Advanced Quantum Testbed. We show that, after implementation of error mitigation strategies to improve the accuracy of the algorithm in addition to the use of either circuit compression techniques or tomography as methods to elucidate the onset of decoherence, this initial demonstration validates the principle of the proposed co-processing scheme. We anticipate that a generalization of this present scheme will open the way for (real-time) path integral simulations of nuclear scattering. |
| title | A quantum-classical co-processing protocol towards simulating nuclear reactions on contemporary quantum hardware |
| topic | Quantum Physics Nuclear Theory |
| url | https://arxiv.org/abs/2302.06734 |