Modified Born series with virtual absorbing boundary enabling large-scale electromagnetic simulation

IF 5.4 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Communications Physics Pub Date : 2024-11-25 DOI:10.1038/s42005-024-01882-5
Pinxuan He, Jiamin Liu, Honggang Gu, Hao Jiang, Shiyuan Liu
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Abstract

Numerical electromagnetic field solvers are significant for nanophotonic and photoelectronic technology, especially for computational imaging, metasurface, and biomedical microscopy, in which large-scale simulations serve as the core. Conventionally, these simulations use absorbing boundary conditions (ABC) to simulate open-domain systems. However, the existing ABCs require large memory to sufficiently suppress reflection at boundaries, which is prohibitive for large-scale applications. This work proposes a virtual absorbing boundary condition based on the angular spectrum method (ASM) to reduce the memory usage of ABC. The ASM is used to cover the polluted field in the boundary region, which eliminates the need to store the field in the boundary region. Combined with the Fourier transforms-based modified Born series, memory usage can be reduced to a level close to the theoretical limit. This proposed method offers a substantial boost for applications related to large-scale simulations and memory-constrained devices like GPU. This work proposes a virtual boundary condition based on the angular spectrum method to reduce memory usage in electromagnetic simulations, which eliminates the need to store the field in the boundary region. Combined with the Fourier transforms-based modified Born series, memory usage can be reduced to a level close to the theoretical limit.

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带虚拟吸收边界的修正博恩级数,实现大规模电磁模拟
数值电磁场求解器对纳米光子和光电子技术意义重大,特别是对计算成像、元表面和生物医学显微镜而言,其中大规模模拟是核心。传统上,这些模拟使用吸收边界条件(ABC)来模拟开域系统。然而,现有的吸收边界条件需要大量内存才能充分抑制边界反射,这对于大规模应用来说是难以承受的。本研究提出了一种基于角频谱法(ASM)的虚拟吸收边界条件,以减少 ABC 的内存使用量。ASM 用于覆盖边界区域的污染场,从而无需在边界区域存储场。结合基于傅立叶变换的修正玻恩级数,内存使用量可减少到接近理论极限的水平。这种方法大大促进了与大规模模拟和 GPU 等内存受限设备相关的应用。本研究提出了一种基于角频谱方法的虚拟边界条件,以减少电磁模拟中的内存使用量,从而无需在边界区域存储场。结合基于傅立叶变换的修正玻恩级数,内存使用量可降低到接近理论极限的水平。
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来源期刊
Communications Physics
Communications Physics Physics and Astronomy-General Physics and Astronomy
CiteScore
8.40
自引率
3.60%
发文量
276
审稿时长
13 weeks
期刊介绍: Communications Physics is an open access journal from Nature Research publishing high-quality research, reviews and commentary in all areas of the physical sciences. Research papers published by the journal represent significant advances bringing new insight to a specialized area of research in physics. We also aim to provide a community forum for issues of importance to all physicists, regardless of sub-discipline. The scope of the journal covers all areas of experimental, applied, fundamental, and interdisciplinary physical sciences. Primary research published in Communications Physics includes novel experimental results, new techniques or computational methods that may influence the work of others in the sub-discipline. We also consider submissions from adjacent research fields where the central advance of the study is of interest to physicists, for example material sciences, physical chemistry and technologies.
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