Relating plasticity to dislocation properties by data analysis: scaling vs. machine learning approaches
Abstract Plasticity modelling has long relied on phenomenological models based on ad-hoc assumption of constitutive relations, which are then fitted to limited data. Other work is based on the consideration of physical mechanisms which seek to establish a physical foundation of the observed plastic...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
SpringerOpen
2023-01-01
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| Series: | Materials Theory |
| Subjects: | |
| Online Access: | https://doi.org/10.1186/s41313-022-00050-y |