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Dataset . 2022
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ZENODO
Dataset . 2022
License: CC BY
Data sources: Datacite
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ZENODO
Dataset . 2022
License: CC BY
Data sources: ZENODO
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Surfalex HF formability study - Workflow 2 - Fit single crystal parameters

Authors: Adam J. Plowman;

Surfalex HF formability study - Workflow 2 - Fit single crystal parameters

Abstract

This MatFlow workflow is the second in a set of eight workflows developed during our formability study of the Surfalex HF (AA6016A) material. In this workflow, we calibrated crystal plasticity (CP) parameters using experimental data. The hardening coefficient, the initial and maximum CRSS values, and the hardening exponent, as defined in the CP phenomenological power law adopted by DAMASK were optimised. Starting from trial guesses for these parameters, we optimised the parameters with respect to the experimental stress-strain curve of the Surfalex HF material, using a Levenberg-Marquardt procedure. At each iteration of the process, N+1 CP simulations were performed (for N fitting parameters). Five iterations were used in total. This workflow can be downloaded and explored in a Jupyter notebook, as explained in the GitHub repository here.

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Surfalex

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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