Machine-learning based temperature-and rate-dependent plasticity model: application to analysis of fracture experiments on DP steel

X Li, CC Roth, D Mohr - International Journal of Plasticity, 2019 - Elsevier
Slow, intermediate and high strain rate experiments are carried out on flat smooth and
notched tensile specimens extracted from dual phase steel sheets. A split Hopkinson …

[HTML][HTML] Neural network based rate-and temperature-dependent Hosford–Coulomb fracture initiation model

X Li, CC Roth, D Mohr - International Journal of Mechanical Sciences, 2023 - Elsevier
The accurate description of the strain rate and temperature dependent response of metals is
a perpetual quest in crashworthiness and forming applications. In the present study …

[HTML][HTML] Deformation mechanisms and fracture in tension under cyclic bending plus compression, single point and double-sided incremental sheet forming processes

W Peng, H Ou - International Journal of Machine Tools and …, 2023 - Elsevier
This study investigates the deformation and fracture mechanisms of two testing methods,
tension under cyclic bending (TCB) and tension under cyclic bending plus compression …

A review on ductile fracture prediction of cracked/notched components: The distinct and simplifying roles of the equivalent material concept and fictitious material …

S Mohammadi, AR Torabi - Theoretical and Applied Fracture Mechanics, 2024 - Elsevier
Most of engineering structures and components are made of ductile materials, while fracture
mechanics tools have been mostly developed for brittle materials. This article investigates …

A ductile fracture model incorporating stress state effect

W Dou, Z Xu, Y Han, F Huang - International Journal of Mechanical …, 2023 - Elsevier
To understand comprehensively the relationship between material ductility and stress state,
the new shear, shear-compression, and shear-tension specimens were specially designed …

[HTML][HTML] Effects of intergranular deformation incompatibility on stress state and fracture initiation at grain boundary: Experiments and crystal plasticity simulations

J Chen, T Furushima - International Journal of Plasticity, 2024 - Elsevier
The heterogeneous deformation of polycrystalline metals inherently originates from the
intergranular deformation incompatibility. This paper proposes physical parameters related …

Derivation of heterogeneous material laws via data-driven principal component expansions

H Yang, X Guo, S Tang, WK Liu - Computational Mechanics, 2019 - Springer
A new data-driven method that generalizes experimentally measured and/or computational
generated data sets under different loading paths to build three dimensional nonlinear …

Damage and fracture prediction of 7075 high-strength aluminum alloy during cryogenic stam** process

W Liu, Y Hao - Mechanics of Materials, 2021 - Elsevier
In order to accurately predict the damage and fracture behaviors of a 7075 aluminum alloy
during cryogenic stam**, a nonlinear damage model taking into account stress triaxiality …

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

HJ Guo, C Ling, EP Busso, Z Zhong, DF Li - International Journal of …, 2020 - Elsevier
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 …

MAP123: A data-driven approach to use 1D data for 3D nonlinear elastic materials modeling

S Tang, G Zhang, H Yang, Y Li, WK Liu… - Computer Methods in …, 2019 - Elsevier
Solving three-dimensional boundary-value engineering problems numerically requires
material laws. However, it is difficult to build the material laws in three dimension, since the …