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This git contains the machine learning code used to generate the results in this pre-print:
Hiemer, Stefan, Haidong Fan, and Michael Zaiser. "Relating plasticity to dislocation properties by data analysis: scaling vs. machine learning approaches." arXiv preprint arXiv:2206.01669 (2022).
https://arxiv.org/abs/2206.01669
The paper is already accepted for Materials Theory. The data is taken from this publication:
Fan, Haidong, et al. "Strain rate dependency of dislocation plasticity." Nature communications 12.1 (2021): 1-11.
https://www.nature.com/articles/s41467-021-21939-1#Sec8