Enhancing Hierarchical Multiscale Off-Road Mobility Model by Neural Network Surrogate Model

A hierarchical multiscale off-road mobility model is enhanced through the development of an artificial neural network (ANN) surrogate model that captures the complex material behavior of deformable terrain. By exploiting the learning capability of neural networks, the incremental stress and strain r...

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Veröffentlicht in:	Journal of computational and nonlinear dynamics 2021-08, Vol.16 (8)
Hauptverfasser:	Chen, Guanchu, Yamashita, Hiroki, Ruan, Yeefeng, Jayakumar, Paramsothy, Knap, Jaroslaw, Leiter, Kenneth W, Yang, Xiaobo, Sugiyama, Hiroyuki
Format:	Artikel
Sprache:	eng
Online-Zugang:	Volltext
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