Identification of crystal plasticity model parameters by multi-objective optimization integrating microstructural evolution and mechanical data
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Publication:2021899
DOI10.1016/j.cma.2021.113747zbMath1506.74076OpenAlexW3137095192MaRDI QIDQ2021899
Daniel J. Savage, Zhangxi Feng, Marko Knezevic
Publication date: 27 April 2021
Published in: Computer Methods in Applied Mechanics and Engineering (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.cma.2021.113747
Large-strain, rate-independent theories of plasticity (including nonlinear plasticity) (74C15) Optimization of other properties in solid mechanics (74P10)
Related Items (4)
Machine learning-based multi-objective optimization for efficient identification of crystal plasticity model parameters ⋮ Identification of initial critical resolved shear stresses using of a two-level model of inelastic deformation ⋮ An asynchronous parallel high-throughput model calibration framework for crystal plasticity finite element constitutive models ⋮ MOMPA: multi-objective marine predator algorithm
Cites Work
- Anisotropic response of high-purity \(\alpha \)-titanium: experimental characterization and constitutive modeling
- A comparison of dislocation-induced back stress formulations in strain gradient crystal plasticity
- Computationally efficient database and spectral interpolation for fully plastic Taylor-type crystal plasticity calculations of face-centered cubic polycrystals
- Spectral database constitutive representation within a spectral micromechanical solver for computationally efficient polycrystal plasticity modelling
- An integrated fast Fourier transform-based phase-field and crystal plasticity approach to model recrystallization of three dimensional polycrystals
- A new visco-plastic self-consistent formulation implicit in dislocation-based hardening within implicit finite elements: application to high strain rate and impact deformation of tantalum
- A numerical procedure enabling accurate descriptions of strain rate-sensitive flow of polycrystals within crystal visco-plasticity theory
- Study of limit strains for FCC and BCC sheet metal using polycrystal plasticity
- A dislocation-based constitutive law for pure Zr including temperature effects
- Adaptive sampling in hierarchical simulation
- A multi-GPU implementation of a full-field crystal plasticity solver for efficient modeling of high-resolution microstructures
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