Stochastic-Galerkin Finite-Difference Time-Domain for Waves in Random Layered Media

被引:0
|
作者
Huang, Der-Han [1 ]
Cangellaris, Andreas C. [1 ]
Chen, Xu [1 ]
机构
[1] Univ Illinois, Dept Elect & Comp Engn, Urbana, IL 61820 USA
基金
美国国家科学基金会;
关键词
Computational electromagnetic; finite-difference time-domain (FDTD); uncertainty quantification; polynomial chaos; uncertainty analysis; random media; UNCERTAINTY QUANTIFICATION;
D O I
10.1109/NEMO49486.2020.9343635
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The authors introduce a Stochastic Finite-Difference Time Domain solver formulation based on Stochastic Galerkin Method. The solver can calculate the statistics of the wave in time domain, including mean, standard deviation at each time step. The method uses a single simulation of an expanded system, without the need for repeated simulations like Monte Carlo analysis. We demonstrate the method is accurate for computing random total waves in layered media with Gaussian random permittivity and conductivity. We also demonstrate the method for simulating materials with Bernoulli distributed random profiles, which is used to model material that may or may not exist. Results accuracy and computation time compare favorably to Monte Carlo simulations.
引用
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页数:4
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