Ontology highlight
ABSTRACT:
SUBMITTER: Pearce P
PROVIDER: S-EPMC6879630 | biostudies-literature | 2019 Nov
REPOSITORIES: biostudies-literature
Pearce Philip P Woodhouse Francis G FG Forrow Aden A Kelly Ashley A Kusumaatmaja Halim H Dunkel Jörn J
Nature communications 20191126 1
Many complex processes, from protein folding to neuronal network dynamics, can be described as stochastic exploration of a high-dimensional energy landscape. Although efficient algorithms for cluster detection in high-dimensional spaces have been developed over the last two decades, considerably less is known about the reliable inference of state transition dynamics in such settings. Here we introduce a flexible and robust numerical framework to infer Markovian transition networks directly from ...[more]