Sagar D Khare

Constrained Diffusion for Protein Design with Hard Structural Constraints

Diffusion models offer a powerful means of capturing the manifold of realistic protein structures, enabling rapid design for protein engineering tasks. However, existing approaches observe critical failure modes when precise constraints are necessary for functional design. To this end, we present a…