Author

P. Bryant

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Open access Aug 2026

De novo Design of Macrocyclic Molecular Glues

EvoBind-multimer is presented, a deep learning framework for the de novo design of molecular glues directly from protein sequences that generates small macrocyclic peptides that bridge user-defined protein pairs without requiring prior interface knowledge or existing ligands.

Andrä Brunner, Krzysztof Wierbiłowicz, Diandra Daumiller et al. · bioRxiv · 0 citations

Review Aug 2026

Expanding Protein Structure Prediction into Conformational State Space

It is argued that structure prediction should be reformulated as a state-space inference problem: recovering not one conformation's coordinates but accessible states, their energetic and kinetic relationships, context dependence, and responses to perturbations.

Devlina Chakravarty, Justin J. Miller, Da Teng et al. · 0 citations