Researchers at Brookhaven National Laboratory and Texas A&M University have developed a novel approach using uncertainty to improve AI-based molecular design models. The technique enables the creation of molecules with superior predicted properties,
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Turning uncertainty into a design tool for AI-engineered molecules

AI Molecular Design Research focus
Uncertainty As Optimization Tool Approach
Brookhaven Lab + Texas A&M Institutions
Molecular Systems Design & Engineering Publication
Uncertainty-Based Optimization approach
February 2026 Cover publication
2 (Brookhaven + Texas A&M) institutions