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q-bio.BM 1

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SurfDesign: Effective Protein Design on Molecular Surfaces

q-bio.BM · 2026-05-25 · unverdicted · novelty 6.0

SurfDesign introduces surface-conditioned protein design via manifold modeling and equivariant message passing on surfaces integrated with pretrained language models, outperforming prior methods on binder and enzyme design benchmarks.

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  • SurfDesign: Effective Protein Design on Molecular Surfaces q-bio.BM · 2026-05-25 · unverdicted · none · ref 41

    SurfDesign introduces surface-conditioned protein design via manifold modeling and equivariant message passing on surfaces integrated with pretrained language models, outperforming prior methods on binder and enzyme design benchmarks.