deepBBQ: A Deep Learning Approach to the Protein Backbone Reconstruction

deepBBQ: A Deep Learning Approach to the Protein Backbone Reconstruction

Coarse-grained models have provided researchers with greatly improved computational efficiency in modeling structures and dynamics of biomacromolecules, but, to be practically useful, they need fast and accurate conversion methods back to the all-atom representation. Reconstruction of atomic details...

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Bibliographic Details
Main Authors: Justyna D. Kryś, Maksymilian Głowacki , Piotr Śmieja , Dominik Gront
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Biomolecules
Subjects:
atomic reconstruction
structural bioinformatics
deep learning
coarse-grained modeling
convolutional neural network
Online Access:https://www.mdpi.com/2218-273X/14/11/1448
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