SIMULATION OF VARIATIONAL QUANTUM EIGENSOLVER FOR GROUND STATE ENERGY AND POTENTIAL ENERGY SURFACE CALCULATIONS OF THE HYDRAZINE MOLECULE

The total energy calculation using the Variational Quantum Eigensolver (VQE) algorithm has been performed to investigate the potential surface energy and single point energy of the Hydrazine molecule and its conformations. Three types of basis sets were used, and the Unitary Coupled Cluster Single-D...

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Main Author: Gomosma, Godwin
Format: Theses
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/81584
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Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:81584
spelling id-itb.:815842024-07-01T14:23:00Z SIMULATION OF VARIATIONAL QUANTUM EIGENSOLVER FOR GROUND STATE ENERGY AND POTENTIAL ENERGY SURFACE CALCULATIONS OF THE HYDRAZINE MOLECULE Gomosma, Godwin Indonesia Theses Quantum Algorithm, Quantum Computer, Quantum Computing, VQE, UCCSD, Qiskit INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/81584 The total energy calculation using the Variational Quantum Eigensolver (VQE) algorithm has been performed to investigate the potential surface energy and single point energy of the Hydrazine molecule and its conformations. Three types of basis sets were used, and the Unitary Coupled Cluster Single-Double Excitation (UCCSD) Ansatz was chosen. The VQE application in this thesis also utilizes the active space approach for the UCCSD Ansatz, selecting active spaces (2,2) and (4,4) around the Frontier Orbitals. The VQE algorithm was implemented using a classical simulator provided by the Qiskit module, an open-source module developed by IBM for designing and executing quantum computations. The calculation results from the VQE method were then compared with classical calculation methods (MP2, CASSCF with active spaces (2,2) and (4,4), CCSD(T), and QCISD(T)). All classical calculation methods were performed using the Gaussian 09 software. The geometry and coordinates of the hydrazine molecule were optimized using the MP2 method based on the 6-31+G(d,p), 6-31G(d), and 6-311G(d,p) basis sets, which were then used as reference geometries for performing single point energy calculations and potential surface energy simulations for each of these basis sets. The implementation of the VQE method in evaluating the energy of the hydrazine molecule showed results consistent with theory and classical calculation methods. Enlarging the active space from (2,2) to (4,4) in the UCCSD Ansatz did not significantly change the ground state energy, unlike CASSCF, which is more sensitive to changes in the active space. The ground state energy value from VQE was still higher compared to classical methods like CCSD(T). However, in potential surface energy calculations, VQE showed results consistent with MP2 and CCSD(T), demonstrating VQE with the UCCSD Ansatz's ability to evaluate energy related to structural changes and effectively capture electron interactions. Keywords: Quantum Algorithm, Quantum Computer, Quantum Computing, VQE, UCCSD, Qiskit text
institution Institut Teknologi Bandung
building Institut Teknologi Bandung Library
continent Asia
country Indonesia
Indonesia
content_provider Institut Teknologi Bandung
collection Digital ITB
language Indonesia
description The total energy calculation using the Variational Quantum Eigensolver (VQE) algorithm has been performed to investigate the potential surface energy and single point energy of the Hydrazine molecule and its conformations. Three types of basis sets were used, and the Unitary Coupled Cluster Single-Double Excitation (UCCSD) Ansatz was chosen. The VQE application in this thesis also utilizes the active space approach for the UCCSD Ansatz, selecting active spaces (2,2) and (4,4) around the Frontier Orbitals. The VQE algorithm was implemented using a classical simulator provided by the Qiskit module, an open-source module developed by IBM for designing and executing quantum computations. The calculation results from the VQE method were then compared with classical calculation methods (MP2, CASSCF with active spaces (2,2) and (4,4), CCSD(T), and QCISD(T)). All classical calculation methods were performed using the Gaussian 09 software. The geometry and coordinates of the hydrazine molecule were optimized using the MP2 method based on the 6-31+G(d,p), 6-31G(d), and 6-311G(d,p) basis sets, which were then used as reference geometries for performing single point energy calculations and potential surface energy simulations for each of these basis sets. The implementation of the VQE method in evaluating the energy of the hydrazine molecule showed results consistent with theory and classical calculation methods. Enlarging the active space from (2,2) to (4,4) in the UCCSD Ansatz did not significantly change the ground state energy, unlike CASSCF, which is more sensitive to changes in the active space. The ground state energy value from VQE was still higher compared to classical methods like CCSD(T). However, in potential surface energy calculations, VQE showed results consistent with MP2 and CCSD(T), demonstrating VQE with the UCCSD Ansatz's ability to evaluate energy related to structural changes and effectively capture electron interactions. Keywords: Quantum Algorithm, Quantum Computer, Quantum Computing, VQE, UCCSD, Qiskit
format Theses
author Gomosma, Godwin
spellingShingle Gomosma, Godwin
SIMULATION OF VARIATIONAL QUANTUM EIGENSOLVER FOR GROUND STATE ENERGY AND POTENTIAL ENERGY SURFACE CALCULATIONS OF THE HYDRAZINE MOLECULE
author_facet Gomosma, Godwin
author_sort Gomosma, Godwin
title SIMULATION OF VARIATIONAL QUANTUM EIGENSOLVER FOR GROUND STATE ENERGY AND POTENTIAL ENERGY SURFACE CALCULATIONS OF THE HYDRAZINE MOLECULE
title_short SIMULATION OF VARIATIONAL QUANTUM EIGENSOLVER FOR GROUND STATE ENERGY AND POTENTIAL ENERGY SURFACE CALCULATIONS OF THE HYDRAZINE MOLECULE
title_full SIMULATION OF VARIATIONAL QUANTUM EIGENSOLVER FOR GROUND STATE ENERGY AND POTENTIAL ENERGY SURFACE CALCULATIONS OF THE HYDRAZINE MOLECULE
title_fullStr SIMULATION OF VARIATIONAL QUANTUM EIGENSOLVER FOR GROUND STATE ENERGY AND POTENTIAL ENERGY SURFACE CALCULATIONS OF THE HYDRAZINE MOLECULE
title_full_unstemmed SIMULATION OF VARIATIONAL QUANTUM EIGENSOLVER FOR GROUND STATE ENERGY AND POTENTIAL ENERGY SURFACE CALCULATIONS OF THE HYDRAZINE MOLECULE
title_sort simulation of variational quantum eigensolver for ground state energy and potential energy surface calculations of the hydrazine molecule
url https://digilib.itb.ac.id/gdl/view/81584
_version_ 1822997370124632064