Quantitative Statistical Analysis with Physics-based Surrogate Modeling for Wave Chaotic Systems

被引：0
|
作者：
Lin, Shen [1 ]
Peng, Zhen [1 ]
Antonsen, Thomas [2 ]
机构：
[1] Univ New Mexico, Albuquerque, NM 87131 USA
[2] Univ Maryland, College Pk, MD 20740 USA
来源：
2017 IEEE INTERNATIONAL SYMPOSIUM ON ANTENNAS AND PROPAGATION & USNC/URSI NATIONAL RADIO SCIENCE MEETING | 2017年
关键词：
D O I：
暂无
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：
This paper present a hybrid deterministic and stochastic formulation for the quantitative statistical analysis of complex wave-chaotic systems. The work seamlessly integrates the universal statistical properties of the systems and the site-specific features within a comprehensive statistical analysis framework. A physics-based surrogate modeling capability is established, which generates the statistical response in nearly real time while retaining the underlying first-principles analysis. The work is validated through representative experiments.
引用
收藏
页码：943 / 944
页数：2
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