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  1. NTU Theses and Dissertations Repository
  2. 理學院
  3. 物理學系
請用此 Handle URI 來引用此文件: http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/74224
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dc.contributor.advisor管希聖
dc.contributor.authorCheng-Lin Hongen
dc.contributor.author洪晟霖zh_TW
dc.date.accessioned2021-06-17T08:25:07Z-
dc.date.available2019-08-18
dc.date.copyright2019-08-18
dc.date.issued2019
dc.date.submitted2019-08-12
dc.identifier.citationY. Li, J. Hu, X.-M. Zhang, Z. Song, and M.-H. Yung, Advanced Theory and Simulations 2, 1800182 (2019).
P. J. J. O’Malley, R. Babbush, I. D. Kivlichan, J. Romero, J. R. McClean, R. Barends, J. Kelly, P. Roushan, A. Tranter, N. Ding, et al., Phys. Rev. X 6, 031007 (2016).
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M. A. Nielsen and I. L. Chuang, Quantum Computation and Quantum Information (Cambridge University Press, 2010).
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J. M. Turney, A. C. Simmonett, R. M. Parrish, E. G. Hohenstein, F. A. Evan-gelista, J. T. Fermann, B. J. Mintz, L. A. Burns, J. J. Wilke, M. L. Abrams, et al., Wiley Interdisciplinary Reviews: Computational Molecular Science 2, 556 (2012).
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dc.identifier.urihttp://tdr.lib.ntu.edu.tw/jspui/handle/123456789/74224-
dc.description.abstract在量子化學計算領域中,解決大分子的電子結構問題是個重要的研究課題。量子電腦的出現提供了我們解決古典量子化學難解問題的可能性。在本論文中,我們在不同的擬設下使用稱為變分量子特徵解法的量子—古典混合演算法去模擬一些簡單的分子並比較與討論其結果。最後,我們闡明了可以在不影響能量準確度的情形下減少基於么正耦合簇單激發與雙激發方法擬設的變數數量,進而減少此擬設在量子電腦上的邏輯閘使用量。zh_TW
dc.description.abstractSolving electronic structure problems for large molecules is an important research topic in quantum computational chemistry. Quantum computers provide a possibility for solving these quantum chemistry problems that are intractable classically. In this thesis, we use the hybrid-quantum classical algorithm — variational quantum eigensolver (VQE) to simulate the molecular energies of some simple molecules based on two different kinds of ansatzes and discuss their results. In particular, we illustrate the number of parameters of unitary coupled-cluster with single- and double-excitation (UCCSD) ansatz can be educed without the loss of accuracy in energy difference.en
dc.description.provenanceMade available in DSpace on 2021-06-17T08:25:07Z (GMT). No. of bitstreams: 1
ntu-108-R06222065-1.pdf: 1632850 bytes, checksum: 119dc98e645fa49ad7b8d67fb8bad589 (MD5)
Previous issue date: 2019
en
dc.description.tableofcontents摘要 I
Abstract II
List of Figures V
List of Tables VII
1 Introduction 1
2 Quantum Computation on Quantum Chemistry 2
2.1 Quantum Computing . . . . . . . . . . . . . . . . . . . . . . . . . . . 2
2.2 Electronic Structure Problem . . . . . . . . . . . . . . . . . . . . . . 5
2.3 Mapping Fermions to Qubits . . . . . . . . . . . . . . . . . . . . . . . 6
2.3.1 Jordan-Wigner Transformation . . . . . . . . . . . . . . . . . 7
2.3.2 Parity Encoding . . . . . . . . . . . . . . . . . . . . . . . . . . 8
2.3.3 Bravyi-Kitaev Encoding . . . . . . . . . . . . . . . . . . . . . 8
2.4 Reduction of Hamiltonian . . . . . . . . . . . . . . . . . . . . . . . . 10
3 Variational Quantum Eigensolver for Quantum Chemistry 12
3.1 Parameterized state preparation . . . . . . . . . . . . . . . . . . . . . 13
3.1.1 Chemistry-inspired ansatz . . . . . . . . . . . . . . . . . . . . 13
3.1.2 Hardware heuristic ansatz . . . . . . . . . . . . . . . . . . . . 16
3.2 Energy measurement . . . . . . . . . . . . . . . . . . . . . . . . . . . 17
3.3 Optimization and classical feedback . . . . . . . . . . . . . . . . . . 18
4 Results and Discussions 20
4.1 Ansatz Preparation . . . . . . . . . . . . . . . . . . . . . . . . . . . . 21
4.1.1 UCCSD . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 21
4.1.2 Heuristic ansatz . . . . . . . . . . . . . . . . . . . . . . . . . . 25
4.2 Measurement and Optimization . . . . . . . . . . . . . . . . . . . . . 28
4.3 Comparison with Classical and Experimental results . . . . . . . . . . 31
4.4 Summary and outlook . . . . . . . . . . . . . . . . . . . . . . . . . . 32
Bibliography 34
dc.language.isoen
dc.subject電子結構問題zh_TW
dc.subject變分量子特徵解zh_TW
dc.subject量子電腦zh_TW
dc.subject么正耦合簇方法zh_TW
dc.subjectElectronic structure problemen
dc.subjectVQEen
dc.subjectQuantum Computeren
dc.subjectUnitary Coupled Clusteren
dc.title利用變分量子演算法計算分子基態能量之研究zh_TW
dc.titleStudy of Molecular Ground-State Energy Calculations Using Variational Quantum Algorithmen
dc.typeThesis
dc.date.schoolyear107-2
dc.description.degree碩士
dc.contributor.oralexamcommittee張慶瑞,蔡政達
dc.subject.keyword電子結構問題,變分量子特徵解,量子電腦,么正耦合簇方法,zh_TW
dc.subject.keywordElectronic structure problem,VQE,Quantum Computer,Unitary Coupled Cluster,en
dc.relation.page36
dc.identifier.doi10.6342/NTU201903192
dc.rights.note有償授權
dc.date.accepted2019-08-13
dc.contributor.author-college理學院zh_TW
dc.contributor.author-dept物理學研究所zh_TW
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