光散射响应的t矩阵表示:对数据格式的建议

IF 2.3 3区 物理与天体物理 Q2 OPTICS Journal of Quantitative Spectroscopy & Radiative Transfer Pub Date : 2024-12-19 DOI:10.1016/j.jqsrt.2024.109310
Nigar Asadova , Karim Achouri , Kristian Arjas , Baptiste Auguié , Roland Aydin , Alexandre Baron , Dominik Beutel , Bernd Bodermann , Kaoutar Boussaoud , Sven Burger , Minseok Choi , Krzysztof M. Czajkowski , Andrey B. Evlyukhin , Atefeh Fazel-Najafabadi , Ivan Fernandez-Corbaton , Puneet Garg , David Globosits , Ulrich Hohenester , Hongyoon Kim , Seokwoo Kim , Grigorios P. Zouros
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引用次数: 0

摘要

转移矩阵,通常缩写为t矩阵,包含了空间局部物体如何散射入射场的线性近似的完整信息。t矩阵用于研究孤立物体的散射响应,描述了由单个物体组成的复杂光子材料的光学响应。某些常见结构的t矩阵,可能已经在世界范围内一次又一次地被反复计算。这是不必要的,并且由于各种原因构成了一个重大挑战。首先,用于计算的资源构成了不可持续的财政和生态负担。其次,随着机器学习的出现,数据是我们这个时代的黄金,它应该免费提供给每个人,以应对新的科学挑战。最后,如果所考虑的t矩阵可以共享,那么再现模拟的可能性将大大提高。为了应对这些挑战,我们认为重要的是就t矩阵的通用数据格式达成一致,并使它们能够从不同的来源和分布中收集。本文档旨在开发存储t矩阵和相关元数据的规范。规范应该允许最大限度的自由来容纳尽可能多的用例,而不会在存储的数据中引入任何歧义。共同格式将有助于建立t矩阵的公共数据库。
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T-matrix representation of optical scattering response: Suggestion for a data format
The transition matrix, frequently abbreviated as T-matrix, contains the complete information in a linear approximation of how a spatially localized object scatters an incident field. The T-matrix is used to study the scattering response of an isolated object and describes the optical response of complex photonic materials made from ensembles of individual objects. T-matrices of certain common structures, potentially, have been repeatedly calculated all over the world again and again. This is not necessary and constitutes a major challenge for various reasons. First, the resources spent on their computation represent an unsustainable financial and ecological burden. Second, with the onset of machine learning, data is the gold of our era, and it should be freely available to everybody to address novel scientific challenges. Finally, the possibility of reproducing simulations could tremendously improve if the considered T-matrices could be shared. To address these challenges, we found it important to agree on a common data format for T-matrices and to enable their collection from different sources and distribution. This document aims to develop the specifications for storing T-matrices and associated metadata. The specifications should allow maximum freedom to accommodate as many use cases as possible without introducing any ambiguity in the stored data. The common format will assist in setting up a public database of T-matrices.
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来源期刊
CiteScore
5.30
自引率
21.70%
发文量
273
审稿时长
58 days
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.
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