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.