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A Likelihood Approach for Inference of Population Heterogeneity in Particle Ensembles with Second-Order Langevin Dynamics

Abstract The inherent complexity of biological agents often leads to motility behavior that appears to have random components. Robust stochastic inference methods are therefore required to understand and predict the motion patterns from time-discrete trajectory data provided by experiments. In many...

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Principais autores: Jan Albrecht, Manfred Opper, Robert Großmann
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Portfolio 2026-05-01
coleção:Communications Physics
Acesso em linha:https://doi.org/10.1038/s42005-026-02670-z
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