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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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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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.
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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 |
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2019 |
url |
http://ndltd.ncl.edu.tw/handle/4t63pp |
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