Stochastic Up-Scaling of Discrete Fine-Scale Models Using Bayesian Updating

In this work, we present an up-scaling framework in a multi-scale setting to calibrate a stochastic material model. In particular with regard to application of the proposed method, we employ Bayesian updating to identify the probability distribution of continuum-based coarse-scale model parameters f...

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Bibliographic Details
Main Authors: Muhammad Sadiq Sarfaraz, Bojana V. Rosić, Hermann G. Matthies
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Computation
Subjects:
Online Access:https://www.mdpi.com/2079-3197/13/3/68
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