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Deep clustering of protein folding simulations

BACKGROUND: We examine the problem of clustering biomolecular simulations using deep learning techniques. Since biomolecular simulation datasets are inherently high dimensional, it is often necessary to build low dimensional representations that can be used to extract quantitative insights into the...

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Detalles Bibliográficos
Autores principales: Bhowmik, Debsindhu, Gao, Shang, Young, Michael T., Ramanathan, Arvind
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6302667/
https://www.ncbi.nlm.nih.gov/pubmed/30577777
http://dx.doi.org/10.1186/s12859-018-2507-5