Data: Bayesian analysis for estimating statistical parameter distributions of elasto–viscoplastic material models

Published: 23-03-2021| Version 1 | DOI: 10.17632/n8h2pspcfv.1
Contributors:
Aritra Chakraborty,
Mark Messner

Description

This data set consists of real and synthetic material deformation data (tensile tests and creep tests) used to perform Bayesian analysis for the article titled "Bayesian analysis for estimating statistical parameter distributions of elasto–viscoplastic material models". For further information please contact Aritra Chakraborty (aritrachakraborty91@gmail.com) or Mark Messner (messner@anl.gov)

Files

Steps to reproduce

The main folder contains Real and Synthetic datasets. The real data sets are for Grade91 material from sources mentioned in the paper. Each dataset is obtained by finding the mean from different data sources. For synthetic data, the directory "generation" contains both the synthetic datasets used for the paper as well as the python script to generate it. The different folders are named accordingly to the different cases studied in the paper.