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Neural parameter calibration for large-scale multiagent models

Computational models have become a powerful tool in the quantitative sciences to understand the behavior of complex systems that evolve in time. However, they often contain a potentially large number of free parameters whose values cannot be obtained from theory but need to be inferred from data. Th...

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Detalles Bibliográficos
Autores principales: Gaskin, Thomas, Pavliotis, Grigorios A., Girolami, Mark
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9963791/
https://www.ncbi.nlm.nih.gov/pubmed/36763529
http://dx.doi.org/10.1073/pnas.2216415120