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Science & ResearchAug 24, 2026

PHASE: encoding global protein ensembles with local Hamiltonians and all-atom backmapping

Protein function is governed by conformational ensembles, which can be viewed as high-dimensional probability distributions over molecular conformations.

Protein function is governed by conformational ensembles, which can be viewed as high-dimensional probability distributions over molecular conformations. Yet the statistical organization of these distributions is often represented only implicitly, either through collections of…

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