Phase prediction and experimental realisation of a new high entropy alloy using machine learning

Keyphrases

• Machine Learning 100%
• Experimental Realization 100%
• Random Forest Classifier 100%
• Phase Prediction 100%
• High-entropy Alloy 100%
• Vanilla 28%
• Mechanical Properties 14%
• Manufacturing Methods 14%
• Support Vector Machine 14%
• Model Prediction 14%
• Materials Science 14%
• Assure 14%
• Synthesis Routes 14%
• Phase Information 14%
• Periodic Table 14%
• ROC-AUC 14%
• K-nearest 14%
• Spurious Effects 14%
• New Dataset 14%
• FCC Phase 14%
• Decision Tree Classifier 14%
• XGBoost 14%
• AUC Score 14%
• Individual Phases 14%
• Machine Decisions 14%
• Test Accuracy 14%
• Robust Algorithm 14%
• Tomek Links 14%
• Metallurgist 14%
• Confusion Matrix 14%
• Synthetic Data Augmentation 14%
• Neighborhood Support 14%

Material Science

• High Entropy Alloys 100%
• Crystal Structure 14%