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Evaluation of Dimensionality-reduction Methods from Peptide Folding-unfolding Simulations

Dimensionality reduction methods have been widely used to study the free energy landscapes and low-free energy pathways of molecular systems. It was shown that the non-linear dimensionality-reduction methods gave better embedding results than the linear methods, such as principal component analysis,...

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Detalhes bibliográficos
Main Authors: Duan, Mojie, Fan, Jue, Li, Minghai, Han, Li, Huo, Shuanghong
Formato: Artigo
Idioma:Inglês
Publicado em: 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3678838/
https://ncbi.nlm.nih.gov/pubmed/23772182
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1021/ct400052y
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