Mapping Configuration Interaction Problems to a QuantumComputer

碩士 === 國立臺灣大學 === 物理學研究所 === 107 === The idea of using quantum computer to calculate the energies of molecules is came from Richard Feynman. In 1982, he mentioned “Nature isn’t classical, dammit, and if you want to make a simulation of nature, you’d better make it quantum mechanical, and by golly it...

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Main Authors: Ting Tsai, 蔡霆
Other Authors: 館希聖
Format: Others
Language:en_US
Published: 2019
Online Access:http://ndltd.ncl.edu.tw/handle/4t63pp
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spelling ndltd-TW-107NTU051980262019-11-16T05:27:58Z http://ndltd.ncl.edu.tw/handle/4t63pp Mapping Configuration Interaction Problems to a QuantumComputer 利用量子電腦處理組態交互作用問題 Ting Tsai 蔡霆 碩士 國立臺灣大學 物理學研究所 107 The idea of using quantum computer to calculate the energies of molecules is came from Richard Feynman. In 1982, he mentioned “Nature isn’t classical, dammit, and if you want to make a simulation of nature, you’d better make it quantum mechanical, and by golly it’s a wonderful problem, because it doesn’t look so easy.” In 1996, Seth Lloyd used the quantum phase estimation algorithm (PEA) to calculate the ground state energy of a molecule. In theory, PEA is the most efficient method to solve this type of problems. However, the power of Noisy Intermediate Scale Quantum (NISQ) computer available in the next five to ten years is limited by error rate, noise, decoherent time, etc. Even for a small molecule, PEA is hard to implement effectively. Due to the breakthrough improvement on quantum devices made by IBM, how to make NISQ devices perform well becomes very important. Based on the limitation of NISQ devices, variational-quantum-eigensolver (VQE) is developed. In this thsis, we start from configuration interaction, discuss results with different encoding and optimization methods for the VQE to find elecreonic structure of molecules, and analyze pros and cons of the different methods. 館希聖 2019 學位論文 ; thesis 41 en_US
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description 碩士 === 國立臺灣大學 === 物理學研究所 === 107 === The idea of using quantum computer to calculate the energies of molecules is came from Richard Feynman. In 1982, he mentioned “Nature isn’t classical, dammit, and if you want to make a simulation of nature, you’d better make it quantum mechanical, and by golly it’s a wonderful problem, because it doesn’t look so easy.” In 1996, Seth Lloyd used the quantum phase estimation algorithm (PEA) to calculate the ground state energy of a molecule. In theory, PEA is the most efficient method to solve this type of problems. However, the power of Noisy Intermediate Scale Quantum (NISQ) computer available in the next five to ten years is limited by error rate, noise, decoherent time, etc. Even for a small molecule, PEA is hard to implement effectively. Due to the breakthrough improvement on quantum devices made by IBM, how to make NISQ devices perform well becomes very important. Based on the limitation of NISQ devices, variational-quantum-eigensolver (VQE) is developed. In this thsis, we start from configuration interaction, discuss results with different encoding and optimization methods for the VQE to find elecreonic structure of molecules, and analyze pros and cons of the different methods.
author2 館希聖
author_facet 館希聖
Ting Tsai
蔡霆
author Ting Tsai
蔡霆
spellingShingle Ting Tsai
蔡霆
Mapping Configuration Interaction Problems to a QuantumComputer
author_sort Ting Tsai
title Mapping Configuration Interaction Problems to a QuantumComputer
title_short Mapping Configuration Interaction Problems to a QuantumComputer
title_full Mapping Configuration Interaction Problems to a QuantumComputer
title_fullStr Mapping Configuration Interaction Problems to a QuantumComputer
title_full_unstemmed Mapping Configuration Interaction Problems to a QuantumComputer
title_sort mapping configuration interaction problems to a quantumcomputer
publishDate 2019
url http://ndltd.ncl.edu.tw/handle/4t63pp
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