Tensile properties prediction by multiple linear regression analysis for selective laser melted and post heat-treated Ti-6Al-4V with microstructural quantification

Engineering & Materials Science

• Regression analysis 89%
• Tensile properties 88%
• Linear regression 87%
• Lasers 65%
• Selective laser melting 54%
• Hot Temperature 41%
• Yield stress 39%
• Tensile strength 34%
• Random forests 22%
• 3D printers 21%
• Tomography 20%
• Image analysis 20%
• Elasticity 20%
• Elongation 20%
• X rays 19%
• Heat treatment 18%
• Powders 17%
• Fusion reactions 17%
• Scanning electron microscopy 17%
• Machine learning 15%
• Defects 14%
• Microstructure 14%
• Mechanical properties 14%
• Metals 13%

Physics & Astronomy

• tensile properties 97%
• regression analysis 88%
• heat 57%
• predictions 46%
• yield strength 45%
• tensile strength 41%
• lasers 37%
• melting 33%
• machine learning 27%
• image analysis 23%
• beds 20%
• elongation 20%
• manufacturing 18%
• heat treatment 17%
• fusion 17%
• tomography 17%
• elastic properties 16%
• grain size 16%
• mechanical properties 14%
• scanning electron microscopy 14%
• products 13%
• microstructure 12%
• defects 12%
• metals 11%
• x rays 9%

Chemical Compounds

• Yield Point 100%
• Melting 75%
• Tensile Strength 73%
• Alloy 60%
• Grain Size 40%
• Heat Treatment 36%
• Error 32%
• Additive 29%
• Microstructure 29%
• X-Ray 26%
• Scanning Electron Microscopy 25%
• Metal 19%