Bradley Charles Bundy

This paper develops enhanced NanoLuc luciferase variants using a hybrid approach of deep learning and structure-guided design, improving thermostability and activity at elevated temperatures.

The paper defines protein stability and conformational specificity probabilistically and introduces BayesDesign, a sequence decoding algorithm that maximizes p(structure|seq) for protein design.