Machine Learning to Develop Peptide Catalysts─Successes, Limitations, and Opportunities

Keyphrases

• Machine Learning 100%
• Peptide Catalyst 100%
• Amino Acids 33%
• Catalytic Activity 33%
• Aldehydes 33%
• Training Set 33%
• Stereoselectivity 33%
• Tripeptide 33%
• Catalyst Optimization 33%
• In Silico Library 33%
• Expert Knowledge 33%
• Nitroolefins 33%
• Conjugate Addition Reaction 33%
• Machine Learning Workflow 33%
• Knowledge-guided 33%
• Machine Learning Strategies 33%
• Annulation Reaction 33%
• Modular Catalyst 33%

Chemistry

• Amino Acid 100%
• Tripeptide 100%
• Addition Reaction 100%
• Nitroolefin 100%
• Ring Formation 100%
• Stereoselective Catalyst 100%