Current NIQST machines have a relatively small number of qubits and a limited circuit depth. In this regard, a class of quantum variational algorithms (VQAs) have been developed to be able to split the computational cost between classical and quantum hardware. In this study, the VQE algorithm has been used in order to solve the problem of propagation modes in rectangular waveguides described analytically by the Helmholtz partial differential equation. The IBM quantum device called manila was used in these calculations to provide noise present in physical hardware. In order to implement the VQE, IBM's proprietary framework called Qiskit has been used. The results show good agreement between calculations run on simulated quantum hardware and those run on real quantum hardware. This agreement between theory and experiment is evidence that high fidelity modeling of electromagnetic fields utilizing quantum hardware is possible.

Real-System Variational Quantum Eigensolver for Electromagnetic Waveguides: A Benchmark Study / Colella, Emanuel; Beloin, Spencer; Bastianelli, Luca; Primiani, Valter Mariani; Moglie, Franco; Gradoni, Gabriele. - ELETTRONICO. - (2024). (Intervento presentato al convegno 18th European Conference on Antennas and Propagation, EuCAP 2024 tenutosi a Glasgow, United Kingdom nel 17-22 March 2024) [10.23919/eucap60739.2024.10501444].

Real-System Variational Quantum Eigensolver for Electromagnetic Waveguides: A Benchmark Study

Colella, Emanuel
Primo
Writing – Original Draft Preparation
;
Bastianelli, Luca
Writing – Review & Editing
;
Primiani, Valter Mariani
Writing – Review & Editing
;
Moglie, Franco
Penultimo
Writing – Review & Editing
;
Gradoni, Gabriele
Ultimo
Writing – Review & Editing
2024-01-01

Abstract

Current NIQST machines have a relatively small number of qubits and a limited circuit depth. In this regard, a class of quantum variational algorithms (VQAs) have been developed to be able to split the computational cost between classical and quantum hardware. In this study, the VQE algorithm has been used in order to solve the problem of propagation modes in rectangular waveguides described analytically by the Helmholtz partial differential equation. The IBM quantum device called manila was used in these calculations to provide noise present in physical hardware. In order to implement the VQE, IBM's proprietary framework called Qiskit has been used. The results show good agreement between calculations run on simulated quantum hardware and those run on real quantum hardware. This agreement between theory and experiment is evidence that high fidelity modeling of electromagnetic fields utilizing quantum hardware is possible.
2024
979-8-3503-9443-6
978-88-31299-09-1
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11566/335515
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