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Aleksandr Shumilov

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Open access Jul 2026

OrgNet+: towards robust protein stability prediction with convolutional neural networks

OrgNet+, a conformational ensemble-aware and orientation-gnostic framework that explicitly incorporates protein structure flexibility during training, is introduced, which substantially reduces intra-ensemble prediction variance while simultaneously improving predictive accuracy.

A. Sarycheva, Aleksandr Shumilov, Petr Popov · 0 citations