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AFsample: improving multimer prediction with AlphaFold using massive sampling

SUMMARY: The AlphaFold2 neural network model has revolutionized structural biology with unprecedented performance. We demonstrate that by stochastically perturbing the neural network by enabling dropout at inference combined with massive sampling, it is possible to improve the quality of the generat...

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Detalles Bibliográficos
Autor principal: Wallner, Björn
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10534052/
https://www.ncbi.nlm.nih.gov/pubmed/37713472
http://dx.doi.org/10.1093/bioinformatics/btad573