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Artificial neural network in prediction of mixed-mode I/II fracture load
The current research demonstrates the application of artificial neural network (ANN) in
predicting the fracture under mixed-mode I/II loadings. To this end, based on the analysis of …
predicting the fracture under mixed-mode I/II loadings. To this end, based on the analysis of …
Effect of stress ratio and welding residual stresses on the fatigue crack growth behaviour of Weldox-700 steel using LGDM
In this work, numerical simulations of high-cycle fatigue and fatigue crack growth have been
performed using localizing gradient damage methodology (LGDM) for base and welded …
performed using localizing gradient damage methodology (LGDM) for base and welded …
Determination of mode-II critical energy release rate using mixed-mode phase-field model
L Hao, H Yu, Z Shen, S Zhu, B Wang, C Huang… - Theoretical and Applied …, 2023 - Elsevier
To overcome the harsh experimental conditions of obtaining the mode-II critical energy
release rate G IIC, an easy and flexible method for determining G IIC is proposed based …
release rate G IIC, an easy and flexible method for determining G IIC is proposed based …
A study on the effect of different Paris constants in mixed mode (I/II) fatigue life prediction in Al 7075-T6 alloy
Abstract Mixed-mode (I/II) fatigue crack growth experiments in Al 7075-T6 alloy have been
performed using a newly proposed single edge cracked circular (SECC) specimen. An …
performed using a newly proposed single edge cracked circular (SECC) specimen. An …
Mixed mode (I/III) fracture studies using a new specimen setup
In the present work, mixed mode (I/III) fracture studies have been investigated using a new
specimen and an out-of-plane loading fixture that can be used with the conventional uniaxial …
specimen and an out-of-plane loading fixture that can be used with the conventional uniaxial …
A numerical framework based on localizing gradient damage methodology for high cycle fatigue crack growth simulations
Standard non-local gradient damage methodology for fatigue analysis has an intrinsic
drawback of unusual widening of the damage zone. This causes a rapid growth of crack in …
drawback of unusual widening of the damage zone. This causes a rapid growth of crack in …
[HTML][HTML] Non-Proportional mixed mode plastic zones via finite elements and artificial neural networks
V Infante, R Baptista - Theoretical and Applied Fracture Mechanics, 2025 - Elsevier
The plastic zone developed around a fatigue crack tip can affect both fatigue and fracture
material behaviour. Predicting the plastic zone shape and size under cyclic conditions can …
material behaviour. Predicting the plastic zone shape and size under cyclic conditions can …
Prediction of Mixed-Mode I/II Fracture Load Using Practical and Interpretable Machine Learning Method
The purpose of this study is to create a useful and easy-to-understand machine learning-
based model for predicting mixed-mode I/II fracture load. To this end, a database composed …
based model for predicting mixed-mode I/II fracture load. To this end, a database composed …
Effect of Stress Ratio on the Mixed Mode
The effect of stress ratio on the mixed mode (I/II) fatigue crack growth (FCG) rate has been
studied. Fatigue experiments are performed under three different stress ratios using compact …
studied. Fatigue experiments are performed under three different stress ratios using compact …
Effect of Stress Ratio on the Mixed Mode (I/II) Fatigue Crack Growth in Al 7075-T6
The effect of stress ratio on the mixed mode (I/II) fatigue crack growth (FCG) rate has been
studied. Fatigue experiments are performed under three different stress ratios using compact …
studied. Fatigue experiments are performed under three different stress ratios using compact …