Accelerated discovery of metallic glasses through iteration of machine learning and high-throughput experiments

Keyphrases

• Machine Learning 100%
• Metallic Glass 100%
• Accelerated Discovery 100%
• High-throughput Experiments 100%
• Refined Model 40%
• Machine Learning Models 40%
• Synthesis Methods 40%
• Technological Challenges 20%
• Performance Improvement 20%
• Path Dependence 20%
• Validation Data 20%
• Societal Challenges 20%
• Accuracy Improvement 20%
• Periodic Table 20%
• Combinatorial Spaces 20%
• Ternaries 20%
• Glass-forming Systems 20%

Chemistry

• Metallic Glass 100%

Material Science

• Amorphous Metal 100%