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DeepCME: A deep learning framework for computing solution statistics of the chemical master equation

Stochastic models of biomolecular reaction networks are commonly employed in systems and synthetic biology to study the effects of stochastic fluctuations emanating from reactions involving species with low copy-numbers. For such models, the Kolmogorov’s forward equation is called the chemical maste...

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Detalles Bibliográficos
Autores principales: Gupta, Ankit, Schwab, Christoph, Khammash, Mustafa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8687598/
https://www.ncbi.nlm.nih.gov/pubmed/34879062
http://dx.doi.org/10.1371/journal.pcbi.1009623