On the potential of recurrent neural networks for modeling path dependent plasticity

MB Gorji, M Mozaffar, JN Heidenreich, J Cao… - Journal of the Mechanics …, 2020 - Elsevier
The mathematical description of elastoplasticity is a highly complex problem due to the
possible change from elastic to elasto-plastic behavior (and vice-versa) as a function of the …

Ductile fracture of X80 pipeline steel over a wide range of stress triaxialities and Lode angles

Z Peng, H Zhao, X Li, L Yuan, T Zhu - Engineering Fracture Mechanics, 2023 - Elsevier
This study pays attention to the ductile fracture of X80 pipeline steel using both experimental
and numerical approaches. First, nineteen experimental cases are tested, consisting of the …

Investigation of failure mechanisms in dual-phase steels through cohesive zone modeling and crystal plasticity frameworks

IU Aydiner, B Tatli, T Yalçinkaya - International Journal of Plasticity, 2024 - Elsevier
Dual-phase (DP) steels are characterized by their good formability and interesting material
properties, which primarily originate from their unique composition, combining the ductile …

A Review of Sheet Metal Forming Evaluation of Advanced High-Strength Steels (AHSS)

R Pereira, N Peixinho, SL Costa - Metals, 2024 - mdpi.com
This paper presents a review on the formability evaluation of AHSS, enhancing necking-
based failure criteria limitations. Complementary fracture/damage constitutive modeling …

Micromechanics-based modeling of plastic and ductile fracture of aluminum alloy 2024-O

J Lee, HJ Bong, H Park, D Kim - Engineering Fracture Mechanics, 2022 - Elsevier
In this study, the plastic deformation behavior at a large strain range, as well as the ductile
damage and fracture of aluminum alloy 2024-O materials, were investigated under quasi …

Simulation of ship collision and grounding damage using Hosford-Coulomb fracture model for shell elements

BC Cerik, K Lee, SJ Park, J Choung - Ocean Engineering, 2019 - Elsevier
The predictive capabilities of the Hosford-Coulomb ductile fracture model for shell elements
were evaluated by simulating the penetration of stiffened panel test models. The plasticity …

[HTML][HTML] Anisotropic fracture modeling of sheet metals: From in-plane to out-of-plane

B Gu, J He, S Li, Z Lin - International Journal of Solids and Structures, 2020 - Elsevier
Sheet metals usually exhibit varying degrees of anisotropy due to formation of texture during
rolling process. The grain structures and distributions in sheet normal direction may also be …

Fracture response in hot-stamped tailor-welded blanks of Ductibor® 500-AS and Usibor® 1500-AS: experiments and modelling

P Samadian, C O'Keeffe, C Butcher… - Engineering Fracture …, 2021 - Elsevier
Hot-stamped tailor-welded blanks (TWBs) comprised of steel sheets with different chemical
compositions are of interest within the automotive sector to enhance the crash performance …

Investigation on a novel in-line incremental die forming process for sheet metals

J Lee, HJ Bong, C Kim, D Kim, MG Lee - Thin-Walled Structures, 2023 - Elsevier
In this study, an alternative to the conventional cold-roll-forming process was developed.
The new in-line incremental die forming process is a continuous manufacturing process that …

Rate-dependent combined necking and fracture model for predicting ductile fracture with shell elements at high strain rates

BC Cerik, J Choung - International Journal of Impact Engineering, 2020 - Elsevier
This paper introduces a rate-dependent extension of the Hosford-Coulomb ductile fracture
initiation model combined with a non-local localized necking criterion (rate-dependent …