Week 10 - Molecular AI

Required Reading

• Highly accurate protein structure prediction with AlphaFold
• A deep learning approach to antibiotic discovery

Optional Reading

• Efficient generation of protein pockets with PocketGen
• Applications of machine learning in drug discovery and development
• Artificial intelligence foundation for therapeutic science
• Therapeutics Data Commons
• Identification of disease treatment mechanisms through the multiscale interactome
• A deep learning approach to antibiotic discovery
• Sparse dictionary learning recovers pleiotropy from human cell fitness screens
• Learning the language of viral evolution and escape
• The language of a virus
• Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences