A Surrogate Model Based on Artificial Neural Networks for Wave Propagation in Uncertain Media

Soil materials can exhibit strongly dispersive properties in the operating frequency range of a physical system, and the uncertain parameters of the dispersive materials introduce uncertainties in the simulation result of propagating waves. It is essential to quantify the uncertainty in the simulati...

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Bibliographic Details
Main Authors: Xi Cheng, Zhi-Yong Zhang, Wei Shao
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9277512/