[HTML][HTML] Optimizing mechanical properties of magnesium alloys by philosophy of thermo-kinetic synergy: Review and outlook

T Wang, F Liu - Journal of Magnesium and Alloys, 2022 - Elsevier
Although several strategies (including grain refinement, texture adjustment, precipitation
hardening, etc.) have been verified to effectively improve the mechanical properties of …

[HTML][HTML] On the texture evolution of aluminum-based composites manufactured by ARB process: a review

VY Mehr, MR Toroghinejad - Journal of Materials Research and …, 2022 - Elsevier
Texture development in materials processed by the accumulative roll bonding (ARB) is
vastly investigated using a variety of experimental methods in recent years. Thus, a …

Deformation twinning and detwinning in extruded Mg-4Al: In-situ experiment and crystal plasticity simulation

M Yaghoobi, Z Chen, AD Murphy-Leonard… - International Journal of …, 2022 - Elsevier
Deformation twinning and detwinning in extruded Mg-4Al were investigated using in-situ
SEM-DIC experiments and crystal plasticity finite element (CPFE) simulation. In this study …

Modular machine learning-based elastoplasticity: Generalization in the context of limited data

JN Fuhg, CM Hamel, K Johnson, R Jones… - Computer Methods in …, 2023 - Elsevier
The development of highly accurate constitutive models for materials that undergo path-
dependent processes continues to be a complex challenge in computational solid …

The effects of heat treatment on the response of WE43 Mg alloy: crystal plasticity finite element simulation and SEM-DIC experiment

S Ganesan, M Yaghoobi, A Githens, Z Chen… - International Journal of …, 2021 - Elsevier
The present work addressed the effects of heat treatment on the mechanical response of a
WE43 Mg alloy using an integrated framework of SEM-DIC experiment and CPFE …

Crystal Plasticity simulations of in situ tensile tests: A two-step inverse method for identification of CP parameters, and assessment of CPFEM capabilities

D Depriester, JP Goulmy, L Barrallier - International Journal of Plasticity, 2023 - Elsevier
As the computational capability of modern computers increases, the Crystal Plasticity Finite
Element Method (CPFEM) becomes more and more popular in materials science to model …

Local approximate Gaussian process regression for data-driven constitutive models: development and comparison with neural networks

JN Fuhg, M Marino, N Bouklas - Computer Methods in Applied Mechanics …, 2022 - Elsevier
Hierarchical computational methods for multiscale mechanics such as the FE 2 and FE-FFT
methods are generally accompanied by high computational costs. Data-driven approaches …

[HTML][HTML] Investigation of the grain deformation to orthogonal cutting process of the textured Alloy 718 fabricated by laser powder bed fusion

L Li, H Chen, Z Liao, Y Yang, D Axinte - International Journal of Machine …, 2023 - Elsevier
In the laser powder bed fusion (LPBF), the grains grow in preferential directions depending
on the scanning strategies, which results in layer-by-layer builds of particular …

Learning hyperelastic anisotropy from data via a tensor basis neural network

JN Fuhg, N Bouklas, RE Jones - Journal of the Mechanics and Physics of …, 2022 - Elsevier
Anisotropy in the mechanical response of materials with microstructure is common and yet is
difficult to assess and model. To construct accurate response models given only stress …

Hierarchical multiscale crystal plasticity framework for plasticity and strain hardening of multi-principal element alloys

Q Fang, W Lu, Y Chen, H Feng, PK Liaw, J Li - Journal of the Mechanics …, 2022 - Elsevier
The multi-principal element alloys (MPEAs) exhibit the unprecedented combinations of the
excellent mechanical properties, especially high strength and good ductility. However, the …