QPDE: Quantum Neural Network Based Stabilization Parameter Prediction for Numerical Solvers for Partial Differential Equations

QPDE: Quantum Neural Network Based Stabilization Parameter Prediction for Numerical Solvers for Partial Differential Equations

We propose a Quantum Neural Network (QNN) for predicting stabilization parameter for solving Singularly Perturbed Partial Differential Equations (SPDE) using the Streamline Upwind Petrov Galerkin (SUPG) stabilization technique. SPDE-Q-Net, a QNN, is proposed for approximating an optimal value of the...

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Bibliographic Details
Main Author: Sangeeta Yadav
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:AppliedMath
Subjects:
partial differential equations
quantum neural networks
Online Access:https://www.mdpi.com/2673-9909/3/3/29

Internet

https://www.mdpi.com/2673-9909/3/3/29

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