Development and implementation of a universal quantum simulator using the Qiskit platform

Quantum Computers are of great interest for understanding quantum systems due to their advantages in tackling problems that classical computers could not because of their computational differences. Thus, one of the most promising research lines within this field is quantum simulation. In this thesis...

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Päätekijä: Cofre Caiza, Gabriel Alexander (author)
Aineistotyyppi: bachelorThesis
Kieli:eng
Julkaistu: 2022
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Linkit:http://repositorio.yachaytech.edu.ec/handle/123456789/540
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author Cofre Caiza, Gabriel Alexander
author_facet Cofre Caiza, Gabriel Alexander
author_role author
collection Repositorio Universidad Yachay Tech
dc.contributor.none.fl_str_mv Guevara Granizo, Marco Vinicio
dc.creator.none.fl_str_mv Cofre Caiza, Gabriel Alexander
dc.date.none.fl_str_mv 2022-07-25T11:57:56Z
2022-07-25T11:57:56Z
2022-06
dc.format.none.fl_str_mv application/pdf
dc.identifier.none.fl_str_mv http://repositorio.yachaytech.edu.ec/handle/123456789/540
dc.language.none.fl_str_mv eng
dc.publisher.none.fl_str_mv Universidad de Investigación de Tecnología Experimental Yachay
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
dc.source.none.fl_str_mv reponame:Repositorio Universidad Yachay Tech
instname:Universidad Yachay Tech
instacron:Yachay
dc.subject.none.fl_str_mv Computación cuántica
Simulación cuántica
Fidelidad
Funciones de Walsh
Simulador Cuántico Universal
Quantum computing
Quantum simulation
Fidelity
Walsh functions
Universal Quantum Simulator
dc.title.none.fl_str_mv Development and implementation of a universal quantum simulator using the Qiskit platform
dc.type.none.fl_str_mv info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/bachelorThesis
description Quantum Computers are of great interest for understanding quantum systems due to their advantages in tackling problems that classical computers could not because of their computational differences. Thus, one of the most promising research lines within this field is quantum simulation. In this thesis work, we develop and implement a Universal Quantum Simulator (UQS) in the Qiskit platform capable of implementing the quantum circuit of any physical system, which is represented as a sum of local contribution potentials. To test the feasibility of the UQS, we have implemented two well-studied physical systems: Quantum Harmonic Oscillator and the Double Well Potential; and compared their final circuit implementation, state evolution, and circuit depth with previous research work. All these systems were executed by the state vector simulator, noiseless simulator, and then run by real quantum computers: ibmq-quito and ibmq-lima, provided by IBM-Q. The experimental state positions obtained from real quantum chips were compared with the noiseless simulator to verify the states' fidelities using the classical definition. As a result, we obtained that due to the Walsh Functions approximation, Trotterization process, and experimental coherence time of each gate, there exists a considerable amount of noise that does not allow us to notice the system evolution as in the noiseless simulator.
eu_rights_str_mv openAccess
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publishDate 2022
publisher.none.fl_str_mv Universidad de Investigación de Tecnología Experimental Yachay
reponame_str Repositorio Universidad Yachay Tech
repository.mail.fl_str_mv .
repository.name.fl_str_mv Repositorio Universidad Yachay Tech - Universidad Yachay Tech
repository_id_str 10284
spelling Development and implementation of a universal quantum simulator using the Qiskit platformCofre Caiza, Gabriel AlexanderComputación cuánticaSimulación cuánticaFidelidadFunciones de WalshSimulador Cuántico UniversalQuantum computingQuantum simulationFidelityWalsh functionsUniversal Quantum SimulatorQuantum Computers are of great interest for understanding quantum systems due to their advantages in tackling problems that classical computers could not because of their computational differences. Thus, one of the most promising research lines within this field is quantum simulation. In this thesis work, we develop and implement a Universal Quantum Simulator (UQS) in the Qiskit platform capable of implementing the quantum circuit of any physical system, which is represented as a sum of local contribution potentials. To test the feasibility of the UQS, we have implemented two well-studied physical systems: Quantum Harmonic Oscillator and the Double Well Potential; and compared their final circuit implementation, state evolution, and circuit depth with previous research work. All these systems were executed by the state vector simulator, noiseless simulator, and then run by real quantum computers: ibmq-quito and ibmq-lima, provided by IBM-Q. The experimental state positions obtained from real quantum chips were compared with the noiseless simulator to verify the states' fidelities using the classical definition. As a result, we obtained that due to the Walsh Functions approximation, Trotterization process, and experimental coherence time of each gate, there exists a considerable amount of noise that does not allow us to notice the system evolution as in the noiseless simulator.Las computadoras cuánticas son de gran interés para entender los sistemas cuánticos debido a sus ventajas para abordar problemas que las computadoras clásicas no podrían debido a sus diferencias computacionales. Así, una de las líneas de investigación más prometedoras dentro de este campo es la simulación cuántica. En este trabajo de tesis desarrollamos e implementamos un Simulador Cuántico Universal (UQS) en la plataforma Qiskit capaz de implementar el circuito cuántico de cualquier sistema físico, el cual se representa como una suma de potenciales de contribución local. Para probar la viabilidad del UQS, hemos implementado dos sistemas físicos bien estudiados: el Oscilador Armónico Cuántico y el Potencial de Doble Pozo; se comparó la implementación de los circuitos finales, la evolución de sus estados y la profundidad de sus circuitos con trabajos de investigación anteriores. Todos estos sistemas fueron ejecutados en el simulador statevector, simulador sin ruido, y luego ejecutados por computadoras cuánticas reales: ibmq_quito e ibmq_lima, proporcionadas por IBM-Q. Las posiciones de estado experimentales obtenidas de chips cuánticos reales se compararon con el simulador silencioso para verificar la fidelidad de los estados utilizando su definición clásica. Como resultado obtuvimos que debido a la aproximación de las funciones de Walsh, el proceso de trotterización y el tiempo de coherencia experimental de cada puerta, existe una cantidad considerable de ruido que no permite notar la evolución del sistema como en el simulador sin ruido.Físico/aUniversidad de Investigación de Tecnología Experimental YachayGuevara Granizo, Marco Vinicio2022-07-25T11:57:56Z2022-07-25T11:57:56Z2022-06info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/bachelorThesisapplication/pdfhttp://repositorio.yachaytech.edu.ec/handle/123456789/540enginfo:eu-repo/semantics/openAccessreponame:Repositorio Universidad Yachay Techinstname:Universidad Yachay Techinstacron:Yachay2025-07-08T17:56:13Zoai:repositorio.yachaytech.edu.ec:123456789/540Institucionalhttps://repositorio.yachaytech.edu.ec/Universidad públicahttps://www.yachaytech.edu.ec/https://repositorio.yachaytech.edu.ec/oaiEcuador...opendoar:102842025-07-08T17:56:13falseInstitucionalhttps://repositorio.yachaytech.edu.ec/Universidad públicahttps://www.yachaytech.edu.ec/https://repositorio.yachaytech.edu.ec/oai.Ecuador...opendoar:102842025-07-08T17:56:13Repositorio Universidad Yachay Tech - Universidad Yachay Techfalse
spellingShingle Development and implementation of a universal quantum simulator using the Qiskit platform
Cofre Caiza, Gabriel Alexander
Computación cuántica
Simulación cuántica
Fidelidad
Funciones de Walsh
Simulador Cuántico Universal
Quantum computing
Quantum simulation
Fidelity
Walsh functions
Universal Quantum Simulator
status_str publishedVersion
title Development and implementation of a universal quantum simulator using the Qiskit platform
title_full Development and implementation of a universal quantum simulator using the Qiskit platform
title_fullStr Development and implementation of a universal quantum simulator using the Qiskit platform
title_full_unstemmed Development and implementation of a universal quantum simulator using the Qiskit platform
title_short Development and implementation of a universal quantum simulator using the Qiskit platform
title_sort Development and implementation of a universal quantum simulator using the Qiskit platform
topic Computación cuántica
Simulación cuántica
Fidelidad
Funciones de Walsh
Simulador Cuántico Universal
Quantum computing
Quantum simulation
Fidelity
Walsh functions
Universal Quantum Simulator
url http://repositorio.yachaytech.edu.ec/handle/123456789/540