Generating Multi-state Conformations of P-type ATPases with a Diffusion Model
Jingtian Xu,
Yong Wang
Abstract:Understanding and predicting the diverse conformational states of membrane proteins is essential for elucidating their biological functions. Despite advancements in computational methods, accurately capturing these complex structural changes remains a significant challenge. In this study, we introduce a method for predicting diverse functional states of membrane protein conformations using a diffusion model. Our approach integrates forward and backward diffusion processes, incorporating state classifiers and a… Show more
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