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Can Machine Learning Provide Understanding? How Cosmologists Use Machine Learning to Understand Observations of the Universe

The increasing precision of observations of the large-scale structure of the universe has created a problem for simulators: running the simulations necessary to interpret these observations has become impractical. Simulators have thus turned to machine learning (ML) algorithms instead. Though ML dec...

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Detalles Bibliográficos
Autor principal: Meskhidze, Helen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Netherlands 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10205865/
https://www.ncbi.nlm.nih.gov/pubmed/37234997
http://dx.doi.org/10.1007/s10670-021-00434-5