A two-grid finite element method for the Schrödinger–Poisson system

Abstract A two-grid finite element method is proposed to solve the Schrödinger–Poisson system on a Lipschitz polyhedral domain. To reduce the computational complexity, we solve the Poisson equation of electric potential on a fine mesh ${\cal T}_{h}$ and the Schrödinger eigenvalue problem on a coarse mesh ${\cal T}_{H}$. The electron density $n$ is defined by an infinite series whose terms depend on the eigenvalues and eigenfunctions of the Schrödinger equation. The discrete electron density $n_{H}$ is defined by truncating the series into the sum of $L_{H}$ terms, where $H$ is the mesh size of ${\cal T}_{H}$ and $L_{H}=O(|\!\ln H|^{3/2})$. Optimal $H^{1}$-error estimate is obtained for the discrete electric potential $V_{h}$, provided that the mesh sizes satisfy $h=O(H^{2})$. To solve the discrete problem, we propose two Newton-type methods: the Newton–Raphson method and an inexact Newton method, by seeking an explicit representation of the Fréchet derivative $n^{\prime}_{H}$. We prove that the Newton–Raphson has second-order convergence. The inexact Newton method reduces the computational quantities from $O\big (N_{h}^{3/2}|\!\ln H|^{3/2}\big )$ of the Newton–Raphson method to $O(N_{h}|\!\ln H|^{3})$. Numerical experiments show that the inexact Newton method is very efficient and superior to fixed-point iterations.

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Publication Details

Journal
IMA Journal of Numerical Analysis
Published
2025-04-13
DOI
https://doi.org/10.1093/imanum/draf014
Primary Topic
Electromagnetic Simulation and Numerical Methods
Type
article
Field-Weighted Citation Impact
0.00

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article

A two-grid finite element method for the Schrödinger–Poisson system

Naiyan Pan, Tao Cui, Wenhao Lu, Weiying Zheng
IMA Journal of Numerical Analysis
Electromagnetic Simulation and Numerical Methods
article

A two-grid finite element method for the Schrödinger–Poisson system

Naiyan Pan, Tao Cui, Wenhao Lu, Weiying Zheng
article en

Abstract

Abstract A two-grid finite element method is proposed to solve the Schrödinger–Poisson system on a Lipschitz polyhedral domain. To reduce the computational complexity, we solve the Poisson equation of electric potential on a fine mesh ${\cal T}_{h}$ and the Schrödinger eigenvalue problem on a coarse mesh ${\cal T}_{H}$. The electron density $n$ is defined by an infinite series whose terms depend on the eigenvalues and eigenfunctions of the Schrödinger equation. The discrete electron density $n_{H}$ is defined by truncating the series into the sum of $L_{H}$ terms, where $H$ is the mesh size of ${\cal T}_{H}$ and $L_{H}=O(|\!\ln H|^{3/2})$. Optimal $H^{1}$-error estimate is obtained for the discrete electric potential $V_{h}$, provided that the mesh sizes satisfy $h=O(H^{2})$. To solve the discrete problem, we propose two Newton-type methods: the Newton–Raphson method and an inexact Newton method, by seeking an explicit representation of the Fréchet derivative $n^{\prime}_{H}$. We prove that the Newton–Raphson has second-order convergence. The inexact Newton method reduces the computational quantities from $O\big (N_{h}^{3/2}|\!\ln H|^{3/2}\big )$ of the Newton–Raphson method to $O(N_{h}|\!\ln H|^{3})$. Numerical experiments show that the inexact Newton method is very efficient and superior to fixed-point iterations.

IMA Journal of Numerical Analysis
Chinese Academy of Sciences (CN), Academy of Mathematics and Systems Science (CN), University of Chinese Academy of Sciences (CN)
National Key Research and Development Program of China, National Science Fund for Distinguished Young Scholars
Openalex Percentile: Top 94%
Electromagnetic Simulation and Numerical Methods
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A two-grid finite element method for the Schrödinger–Poisson system — Naiyan Pan, Tao Cui, et al. · IMA Journal of Numerical Analysis (2025) | TGRS Research Map | TGRS