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A new ANN based crystal plasticity model for FCC materials and its application to non-monotonic strain paths

International journal of plasticity, 2021
Machine learning (ML) methods are commonly used for pattern recognition in almost any field one could imagine. ML techniques can also offer a substantial improvement in computational time when compared to conventional numerical methods. In this research,
O. Ibragimova   +4 more
semanticscholar   +1 more source

A crystal plasticity-based approach for creep-fatigue life prediction and damage evaluation in a nickel-based superalloy

, 2021
A numerical process based on crystal plasticity finite element (CPFE) was implemented to predict creep-fatigue crack initiation life. CPFE-based model can describe the macroscopic cyclic deformation and reveal grain-level damage mechanism.
Kai-Shang Li   +6 more
semanticscholar   +1 more source

Dislocation density based crystal plasticity model incorporating the effect of precipitates in IN718 under monotonic and cyclic deformation

International journal of plasticity, 2021
A dislocation density based crystal plasticity model is developed to account for the precipitate induced cyclic softening in IN718. The new model treats the interaction between the precipitates and the dislocations using a probabilistic approach.
Sukumar Agaram   +3 more
semanticscholar   +1 more source

A non-local crystal plasticity constitutive model for hexagonal close-packed polycrystals

, 2021
A strain gradient crystal plasticity finite element model is developed to study the evolution of internal and localized elastic strains in hexagonal close-packed polycrystals. The results of the model are firstly compared to the previously published data
O. Sedaghat, Hamidreza Abdolvand
semanticscholar   +1 more source

Experimental and crystal plasticity modelling study on the crack initiation in micro-texture regions of Ti-6Al-4V during high cycle fatigue tests

International Journal of Fatigue, 2021
Micro-textured regions (MTRs) are the presence of large regions of α grains aggregates with strong local texture, which are detrimental to the fatigue performances in titanium alloys. This work proposes an EBSD map-image based crystal plasticity model to
Wencheng Liu   +5 more
semanticscholar   +1 more source

Crystal Plasticity

Journal of Applied Mechanics, 1983
Significant progress has been made during the past decade in incorporating micromechanics in continuum descriptions of inelastic deformation. This has led to the development of a rather comprehensive constitutive theory for rate-dependent and idealized rate-independent crystalline materials that deform plastically by crystalline slip.
openaire   +1 more source

Crystal plasticity finite element analysis of gradient nanostructured TWIP steel

International journal of plasticity, 2020
Although twinning induced plasticity (TWIP) steels have achieved a satisfactory combination of high strength and large plasticity, surface nanocrystallization realizes a further improvement of yield stress in TWIP steels without sacrificing much ...
Xiaochong Lu   +6 more
semanticscholar   +1 more source

Crystal plasticity based investigation of micro-void evolution under multi-axial loading conditions

International journal of plasticity, 2020
The present work investigates the effects of stress state and crystallographic orientation of the principal stress axes on the growth behaviour of micro-voids embedded in an aluminium alloy single crystal.
He Guo   +4 more
semanticscholar   +1 more source

Boundary Element Crystal Plasticity Method

Journal of Multiscale Modelling, 2017
A three-dimensional (3D) boundary element method for small strains crystal plasticity is described. The method, developed for polycrystalline aggregates, makes use of a set of boundary integral equations for modeling the individual grains, which are represented as anisotropic elasto-plastic domains.
Ivano Benedetti   +2 more
openaire   +1 more source

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