Dislocation backstress #12
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Been working on a full solution to the backstress model from Hein et al., also relies on Breithaupt et al. a bit.
Aim is to be able to generate pre-computed LUTs as function of relevant state variables since individual solutions are embarrassingly parallel, then just need a quick-lookup method for use in bayesian-ML frameworks.
Full citations
Diede Hein, Lars Hansen, Kathryn Kumamoto, et al. The role of dislocations in the anelasticity of the upper mantle. ESS Open Archive . March 29, 2025.
DOI: https://doi.org/10.22541/essoar.174326672.28941810/v1
(submitted to JGR solid earth)
Breithaupt, T., Katz, R.F., Hansen, L.N. and Kumamoto, K.M., 2023. Dislocation theory of steady and transient creep of crystalline solids: Predictions for olivine. Proceedings of the National Academy of Sciences, 120(8), p.e2203448120. https://doi.org/10.1073/pnas.2203448120