A review of the application of machine learning and data mining approaches in continuum materials mechanics
Machine learning tools represent key enablers for empowering material scientists and
engineers to accelerate the development of novel materials, processes and techniques. One …
engineers to accelerate the development of novel materials, processes and techniques. One …
Asymmetric mechanical properties and tensile behaviour prediction of aluminium alloy 5083 friction stir welding joints
D Rao, K Huber, J Heerens, JF Dos Santos… - Materials Science and …, 2013 - Elsevier
The asymmetric material flow, severe plastic deformation and thermal cycle imposed on the
base material during friction stir welding (FSW) result in unique microstructural development …
base material during friction stir welding (FSW) result in unique microstructural development …
A study on XFEM simulation of tensile, fracture toughness, and fatigue crack growth behavior of Al 2024 alloy through fatigue crack growth rate models using genetic …
S Gairola, J Rengaswamy… - Fatigue & Fracture of …, 2023 - Wiley Online Library
This study aims to numerically validate and simulate the fatigue crack growth rate (FCGR),
tensile, and fracture toughness properties of T3 and T351 tempered aerospace grade Al …
tensile, and fracture toughness properties of T3 and T351 tempered aerospace grade Al …
Improvement of indentation technique for measuring general biaxial residual stresses in austenitic steels
R Moharrami, M Sanayei - Precision Engineering, 2020 - Elsevier
Investigations on engineering structures show that residual stresses in combination with
external loads can cause failure in loads that are less than the design threshold. Due to the …
external loads can cause failure in loads that are less than the design threshold. Due to the …
On characterisation of local stress–strain properties in friction stir welded aluminium AA 5083 sheets using micro-tensile specimen testing and instrumented …
D Rao, J Heerens, GA Pinheiro, JF Dos Santos… - Materials Science and …, 2010 - Elsevier
Stress–strain property variations in welded joints are frequently characterized by
determining local stress–strain curves across the joint. A commonly and widely accepted …
determining local stress–strain curves across the joint. A commonly and widely accepted …
A novel high-speed bulge test to identify the large deformation behavior of sheet metals
Background Despite the widespread use of quasi-static bulge tests to investigate the plastic
deformation of sheet metals, a dynamic counterpart able to provide reliable measurements …
deformation of sheet metals, a dynamic counterpart able to provide reliable measurements …
[HTML][HTML] Numerical study of the effect of yield strain and stress ratio on the measurement accuracy of biaxial residual stress in steels using indentation
R Moharrami, M Sanayei - Journal of Materials Research and Technology, 2020 - Elsevier
Investigations into engineering structures show that residual stresses in combination with
external loads can cause failure in loads which are below the design threshold. As a result …
external loads can cause failure in loads which are below the design threshold. As a result …
On the mechanical behavior at sharp indentation of materials with compressive residual stresses
PL Larsson - Materials & Design, 2011 - Elsevier
The correlation between residual stresses and the global properties, ie hardness and size of
the contact area, given by a sharp indentation test have been studied quite frequently in …
the contact area, given by a sharp indentation test have been studied quite frequently in …
On the correlation between residual stresses and global indentation quantities: Equi-biaxial stress field
A Rydin, PL Larsson - Tribology letters, 2012 - Springer
Sharp indentation test have been studied very frequently in recent years and the
fundamental knowledge of the mechanics of such test has reached some maturity. Such …
fundamental knowledge of the mechanics of such test has reached some maturity. Such …
On the determination of biaxial residual stress fields from global indentation quantities
PL Larsson - Tribology letters, 2014 - Springer
In the present study, quantitative relations for the determination of surface residual stresses,
using sharp indentation testing, are presented. The relations are based on previous results …
using sharp indentation testing, are presented. The relations are based on previous results …