The Data-Driven Homogenization of Mohr–Coulomb Parameters Based on a Bayesian Optimized Back Propagation Artificial Neural Network (BP-ANN)

Homogenization methods can characterize the mechanical properties of these materials based on appropriate constitutive models and data. They are also applied to the characterization of mechanical parameters under complex geotechnical conditions in geotechnical engineering because of the complexity a...

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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Yunfei Gao, Guogui Huang, Yinxi Li, Junyuan Zhang, Zeng Yang, Meng Wang
Format:	Article
Language:	English
Published:	MDPI AG 2023-11-01
Subjects:	artificial neural network FEM simulation homogenization geotechnical engineering
Online Access:	https://www.mdpi.com/2076-3417/13/21/11966