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Information Thermodynamics for Time Series of Signal-Response Models

The entropy production in stochastic dynamical systems is linked to the structure of their causal representation in terms of Bayesian networks. Such a connection was formalized for bipartite (or multipartite) systems with an integral fluctuation theorem in [Phys. Rev. Lett. 111, 180603 (2013)]. Here...

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Detalles Bibliográficos
Autores principales: Auconi, Andrea, Giansanti, Andrea, Klipp, Edda
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514659/
https://www.ncbi.nlm.nih.gov/pubmed/33266893
http://dx.doi.org/10.3390/e21020177