{"title":"Improving numerical stability of the separation of variables method for light scattering by spheroids with size parameters beyond 1000","authors":"Jiachen Ding , Ping Yang","doi":"10.1016/j.jqsrt.2025.109644","DOIUrl":null,"url":null,"abstract":"<div><div>This study analyzes the numerical instability associated with using the separation of variables method (SVM) to solve light scattering by spheroids. An accurate and numerically stable solution to the single-scattering properties of a spheroidal particle is obtained. The numerical instability causes inaccurate calculation of the scattered field expansion coefficients with even expansion degrees (<em>n</em>) at expansion order <em>m</em> = 0. Relying on a quantitative analysis using numerical linear algebra techniques, we find that this problem originates in the expression of the linear equation system used to solve the expansion coefficients. A pseudoinverse method is adopted to substantially improve the numerical stability of the expansion coefficient calculation. The new SVM improved by the pseudoinverse method can be used to accurately compute single-scattering properties of spheroidal particles with size parameters beyond 1000.</div></div>","PeriodicalId":16935,"journal":{"name":"Journal of Quantitative Spectroscopy & Radiative Transfer","volume":"347 ","pages":"Article 109644"},"PeriodicalIF":1.9000,"publicationDate":"2025-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Quantitative Spectroscopy & Radiative Transfer","FirstCategoryId":"101","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0022407325003061","RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"OPTICS","Score":null,"Total":0}
引用次数: 0
Abstract
This study analyzes the numerical instability associated with using the separation of variables method (SVM) to solve light scattering by spheroids. An accurate and numerically stable solution to the single-scattering properties of a spheroidal particle is obtained. The numerical instability causes inaccurate calculation of the scattered field expansion coefficients with even expansion degrees (n) at expansion order m = 0. Relying on a quantitative analysis using numerical linear algebra techniques, we find that this problem originates in the expression of the linear equation system used to solve the expansion coefficients. A pseudoinverse method is adopted to substantially improve the numerical stability of the expansion coefficient calculation. The new SVM improved by the pseudoinverse method can be used to accurately compute single-scattering properties of spheroidal particles with size parameters beyond 1000.
期刊介绍:
Papers with the following subject areas are suitable for publication in the Journal of Quantitative Spectroscopy and Radiative Transfer:
- Theoretical and experimental aspects of the spectra of atoms, molecules, ions, and plasmas.
- Spectral lineshape studies including models and computational algorithms.
- Atmospheric spectroscopy.
- Theoretical and experimental aspects of light scattering.
- Application of light scattering in particle characterization and remote sensing.
- Application of light scattering in biological sciences and medicine.
- Radiative transfer in absorbing, emitting, and scattering media.
- Radiative transfer in stochastic media.