A machine learning approach for accelerated design of magnesium alloys. Part A: Alloy data and property space

Keyphrases

• Machine Learning Approach 100%
• Property Space 100%
• Accelerated Design 100%
• Magnesium Alloy 100%
• Alloy Design 100%
• Mechanical Properties 66%
• Mg Alloy 66%
• Machine Learning Techniques 33%
• Time-varying Data 33%
• Processing Properties 33%
• Data Science 33%
• Open Database 33%
• Composition Process 33%
• Unlabeled Data 33%
• Hill Climbing 33%
• Microstructure Properties 33%
• Representation Space 33%
• Unsupervised Machine Learning 33%
• Processing Effects 33%
• Property Matrix 33%
• Data Insights 33%
• Thermomechanical Processing 33%
• Thermodynamically Stable 33%
• Low Dimensionality 33%
• Database Processing 33%

Engineering

• Learning Approach 100%
• Dimensionality 100%
• Experimental Work 100%
• Machine Learning Method 100%
• Alloying 100%
• Learning System 100%
• Secondary Phase 100%

Material Science

• Magnesium Alloys 100%
• Magnesium Alloy 100%
• Alloying 50%
• Thermomechanical Processing 50%