Horia Mărgărit, Amanda Bowman, Krishnageetha Karuppasamy, Alberto Maldonado-Romo, Vardaan Sahgal, Brian J. McDermott
Published 2024-11-19Version 1
In this work, we present a case study in implementing a variational quantum algorithm for solving the Poisson equation, which is a commonly encountered partial differential equation in science and engineering. We highlight the practical challenges encountered in mapping the algorithm to physical hardware, and the software engineering considerations needed to achieve realistic results on today's non-fault-tolerant systems.
Comments: 8 pages, 6 figures, submitted on 2024-10-10 to IEEE Quantum Software and its Engineering
Variational quantum algorithm with information sharing
Implicit differentiation of variational quantum algorithms
Variational Quantum Algorithm for Schmidt Decomposition
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