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Deep learning-enhanced, open-source eigenmode expansion

delete2022-03-08
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OA
AI
H
Hammond, Ian M.
A
Alec M. Hammond
R
Ryan M. Camacho *
DOI:10.1364/OL.443664delete
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摘要

摘要

En 中文
We present an open-source eigenmode expansion (EME) software package entirely implemented in the Python programming language. Eigenmode expansion Python (EMEPy) utilizes artificial neural networks to reproduce electromagnetic eigenmode field profiles to accelerate the EME process by a factor of 3. EMEPy provides an intuitive scripting interface, is easily compatible with a number of other Python packages, and is useful for educators and new designers. (C) 2022 Optica Publishing Group
Keyword:
WAVE-GUIDES

期刊

Optics Letters 封面图
Optics Letters
IF:
3.3
论文数:
4.0W
被引数:
7.6W

机构

U
university system of georgia
学者数:
7.3W
论文数: 6.6W
被引数: 101
B
Brigham Young University
学者数:
9.0K
论文数: 6.0K
被引数: 9.3K
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