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Machine learning and serving of discrete field theories

A method for machine learning and serving of discrete field theories in physics is developed. The learning algorithm trains a discrete field theory from a set of observational data on a spacetime lattice, and the serving algorithm uses the learned discrete field theory to predict new observations of...

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Detalles Bibliográficos
Autor principal: Qin, Hong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7652943/
https://www.ncbi.nlm.nih.gov/pubmed/33168886
http://dx.doi.org/10.1038/s41598-020-76301-0