Longevity News

Multi-objective antibody design and optimization using machine learning

Source: Nature - Biotechnology • Published: 09 Jun 2026, 00:00

Multi-objective antibody design and optimization using machine learning

Survey of machine learning strategies for multi-objective antibody design, comparing computational optimization and de novo approaches and highlighting workflow advances for developers.

Key Takeaways
  • Lead antibodies are commonly engineered to optimize one or more key properties
  • Particularly when targeting pre-selected epitopes or challenging
  • Alternative text for this image may have been generated using AI
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