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Exploiting the structure of biochemical pathways to investigate dynamical properties with neural networks for graphs

MOTIVATION: Dynamical properties of biochemical pathways (BPs) help in understanding the functioning of living cells. Their in silico assessment requires simulating a dynamical system with a large number of parameters such as kinetic constants and species concentrations. Such simulations are based o...

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Detalles Bibliográficos
Autores principales: Fontanesi, Michele, Micheli, Alessio, Milazzo, Paolo, Podda, Marco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10651430/
https://www.ncbi.nlm.nih.gov/pubmed/37951586
http://dx.doi.org/10.1093/bioinformatics/btad678