zhfzzz / CrystalPlasticity2222

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CrystalPlasticity

Objectives

  • modeling and description of plastic deformation and yielding in crystalline solids based on the dynamics of dislocations and slip avalanches at micro-structural scales
  • Perform multi-scale simulations including coarse-grained lattice-based models such as discrete dislocation dynamics and/or molecular dynamics simulations in order to capture bulk yield properties
  • Further analyze deformation and strain patterns by implementing efficient machine learning algorithms and develop, train, and validate minimal predictive models that allow for predicting failure.

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