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Knots and [theta]-curves identification in polymeric chains and native proteins using neural networks
Fernando Bruno da Silva, Boštjan Gabrovšek, Marta Korpacz, Kamil Luczkiewicz, Szymon Niewieczerzal, Maciej Sikora, Joanna I. Sulkowska
Izvirni znanstveni članek
Oznake: machine learning;topology;protein databases;entanglements;open knots;closed knots;
Entanglement in proteins is a fascinating structural motif that is neither easy to detect via traditional methods nor fully understood. Recent advancements in AI-driven models have predicted that millions of proteins could potentially have a nontrivial topology. Herein, we have shown that long short ...
Leto: 2024 Vir: Repozitorij Univerze v Ljubljani (RUL)
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