Relating plasticity to dislocation properties by data analysis: scaling vs. machine learning approaches

Stefan Hiemer, Haidong Fan, Michael Zaiser

Plasticity modelling has long been based on phenomenological models based on ad-hoc assuption of constitutive relations, which are then fitted to limited data. Other work is based…