Research graph
References from A hybrid machine learning framework for predicting the tensile behaviour of friction-stir-welded AA6064 aluminium alloy: A comparative study with finite element analysis. Local targets link to admitted publications; unresolved targets remain external evidence.
A comprehensive review on the integration of artificial intelligence in friction stir welding for monitoring, modelling, and process optimization
2025 · External reference
Unresolved reference
External reference
The role of force and torque in friction stir welding: A detailed review
2025 · External reference
A review of friction stir-based techniques for magnesium alloys: Welding, processing, recycling, and additive manufacturing
2026 · External reference
Real-time monitoring of friction stir welding: A review of current practices
10.1007/s40194-025-02120-4 · 2026 · External reference
Friction stir butt welding
1991 · External reference
Unresolved reference
External reference
Friction stir tooling: Tool materials and designs
2007 · External reference
Review: Friction stir welding tools
10.1179/1362171811y.0000000023 · 2011 · External reference
A review of friction stir welding of aluminium matrix composites
10.1016/j.matdes.2015.07.071 · 2015 · External reference
Recent advances in friction-stir welding process, weldment structure and properties
10.1016/j.pmatsci.2008.05.001 · 2008 · External reference
Friction stir welding and processing
10.1016/j.mser.2005.07.001 · 2005 · External reference
Sensitivity analysis of the artificial neural network outputs in friction stir lap joining of aluminium to brass
10.1155/2013/574914 · 2013 · External reference
Friction stir based welding and processing technologies—Processes, parameters, microstructures and applications: A review
10.1016/j.jmst.2017.11.029 · 2018 · External reference
Multi-method examination of contact mechanics in orthotropic layers under gravity
10.1016/j.mechmat.2024.105036 · 2024 · External reference
Formability behavior of AH-32 shipbuilding steel strengthened by friction stir process
10.1016/j.tafmec.2024.104485 · 2024 · External reference
Unresolved reference
2021 · External reference
An integrated interval type-2 fuzzy SLIM and FEM model for working aloft risk analysis in shipboard operations
10.1016/j.apor.2025.104742 · 2025 · External reference
A local model for the thermomechanical conditions in friction stir welding
10.1088/0965-0393/13/1/006 · 2005 · External reference
A continuum-based FEM model for friction stir welding—Model development
10.1016/j.msea.2005.09.040 · 2006 · External reference
A numerical comparison of the flow behaviour in friction stir welding (FSW) using the Tool–Workpiece Interaction (TWI) model
2017 · External reference
Producing of AA5083/ZrO2 Nanocomposite by Friction Stir Processing (FSP)
10.1007/s11663-013-9914-9 · 2013 · External reference
10.1179/1362171811y.0000000011
10.1179/1362171811y.0000000011 · 2011 · External reference
Investigating formability behavior of friction stir-welded high-strength shipbuilding steel using experimental, finite element, and artificial neural network methods
10.1007/s11665-024-09501-8 · 2025 · External reference
Modelling of entire friction stir welding process by explicit finite element method
10.1179/1743284711y.0000000087 · 2012 · External reference
Allision risk and impact analysis in recreational fishing boats using fuzzy bayesian networks and the finite element method
10.1016/j.fishres.2025.107544 · 2025 · External reference
Design features for bobbin friction stir welding tools: Development of a conceptual model linking the underlying physics to the production process
10.1016/j.matdes.2013.08.057 · 2014 · External reference
Random forests
10.1023/a:1010933404324 · 2001 · External reference
Optimisation of process parameters on dissimilar friction stir welded AA2024-T3 and AA7075-T6 joints using Random Forest Regression
2022 · External reference
A review on dissimilar friction stir welding of copper to aluminium: Process, properties and variants
10.1080/10426914.2015.1025971 · 2016 · External reference
Cross-validatory choice and assessment of statistical predictions
10.1111/j.2517-6161.1974.tb00994.x · 1974 · External reference
Determination of formability behavior of steel used in ships by various methods
2024 · External reference
10.1145/2939672.2939785
10.1145/2939672.2939785 · External reference
LightGBM: A highly efficient gradient boosting decision tree
2017 · External reference
CatBoost: Unbiased boosting with categorical features
2018 · External reference
A tutorial on support vector regression
10.1023/b:stco.0000035301.49549.88 · 2004 · External reference
Unresolved reference
2006 · External reference
Scikit-learn: Machine learning in Python
2011 · External reference
An analytical model for the heat generation in friction stir welding
10.1088/0965-0393/12/1/013 · 2004 · External reference
Unresolved reference
2006 · External reference
Unresolved reference
2014 · External reference
Unresolved reference
2017 · External reference
Unresolved reference
1986 · External reference
Research of the crack problem of a functionally graded layer
2024 · External reference
Vibration and buckling analyses of FGM beam with edge crack: Finite element and multilayer perceptron methods
2023 · External reference
Mechanical properties of friction stir welded aluminium alloys
2007 · External reference
Microstructure development in aluminium alloy friction stir welds
2007 · External reference
Analyzing the mechano-bactericidal effect of nano-patterned surfaces by finite element method and verification with artificial neural networks
2023 · External reference
Numerical simulation of friction stir butt welding process for AA5083-H18 sheets
10.1016/j.euromechsol.2009.10.006 · 2010 · External reference
Enhanced mechanical properties of friction stir welded dissimilar Al–Cu joint by intermetallic compounds
10.1016/j.msea.2010.05.061 · 2010 · External reference
Microstructural evolution in the friction stir welded 6061 aluminium alloy (T6-temper condition) to copper
10.1016/j.jmatprotec.2005.09.013 · 2006 · External reference
Weldability and mechanical properties of dissimilar aluminium–copper lap joints made by friction stir welding
10.1016/j.jallcom.2009.10.127 · 2010 · External reference
y-Randomization and its variants in QSPR/QSAR
10.1021/ci700157b · 2007 · External reference
Modelling of friction stir welding of aviation grade aluminium alloy using machine learning approaches
2018 · External reference
