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De Novo Molecular Generation

  • Shan Chang,
  • Liangxu Xie

摘要

This chapter focuses on de novo molecular generation, covering core content such as lead compound optimization (traditional and computer-aided methods), drug molecule design principles, de novo molecular generation concepts, classification, deep learning applications, and current challenges. It systematically elaborates on the theoretical basis, technical methods, and practical applications of de novo molecular generation, providing a comprehensive overview for related research and practice.