The modelling of layered rocks using a numerical homogenisation technique and an artificial neural network

A method of creating a constitutive model of layered rocks based on an artificial neural network (ANN) is reported in this work. The ANN gives an implicit constitutive function ∑n+1=F(∑n,ΔE ), relating the new state of homogenized stresses ∑n+1 with the old state ∑n and with the increment of homogen...

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Bibliographic Details
Main Authors: Urbański Aleksander, Ligęza Szymon, Przecherski Piotr
Format: Article
Language:English
Published: Sciendo 2023-01-01
Series:Technical Transactions
Subjects:
Online Access:https://doi.org/10.37705/TechTrans/e2023007