Machine learning and data analytics for design and manufacturing of high-entropy materials exhibiting mechanical or fatigue properties of interest

Engineering

• Artificial Neural Network 50%
• Desired Property 50%
• Fatigue Property 100%
• Fatigue Resistance 50%
• Heat Treatment 50%
• Input Data 50%
• Learning System 100%
• Manufacturing Process 50%
• Material Composition 50%
• Optimization Technique 50%
• Phase Composition 50%
• Priori Information 50%
• Strain Rate 50%
• Structural Application 50%
• Structural Materials 50%
• Ultimate Tensile Strength 50%

Material Science

• Building Material 33%
• Composite Material 100%
• Fatigue of Materials 33%
• Heat Treatment 33%
• Phase Composition 66%
• Strain Rate 33%
• Ultimate Tensile Strength 33%