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20192026
most citedStatistical mechanical properties of sequence space determine the efficiency of the various algorithms to predict interaction energies and native contacts from protein coevolution

4 citations · 4 across the 3 of their papers we have counts for

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cs.AI2026

Inference-Time Projection for Physically Valid Biomolecular Diffusion Models

Qurat-ul-ain, Yee Whye Teh, Charlotte M. Deane +1

AlphaFold 3-style cofolding models predict biomolecular complexes with high structural accuracy, yet a large fraction of their outputs are physically invalid: chains overlap at int…

q-bio.BM2026

Spectral Diffusion for Protein Dynamics

Hew Phipps, Matteo Cagiada, Santiago D. Villalba +1

Generative models present a promising alternative to expensive molecular dynamics for computationally querying protein dynamics, yet many existing approaches treat ensembles as uno…