AI-powered strategy streamlines protein engineering by integrating structural and evolutionary constraints

Tuesday, July 8, 2025 - 03:55 in Biology & Nature

A team of researchers has developed a method that could transform the field of protein engineering. The new approach, called AI-informed Constraints for protein Engineering (AiCE), enables rapid and efficient protein evolution by integrating structural and evolutionary constraints into a generic inverse folding model—without the need to train specialized artificial intelligence (AI) models.

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