AI for Biology
摘要
AI has had a transformative impact on biology in recent years. One of the significant advancements in biology, particularly in the field of structural biology, is the application of AI to protein research. Among the numerous frontiers, this chapter covers topics from accurate protein structure prediction with AlphaFold to the innovative design of functional proteins with RFdiffusion and advanced single-cell analysis with scGPT. These advancements not only enhance our understanding of biological processes but also pave the way for new therapeutics and applications in medicine and beyond.