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Data-driven discovery of Green’s functions with human-understandable deep learning

There is an opportunity for deep learning to revolutionize science and technology by revealing its findings in a human interpretable manner. To do this, we develop a novel data-driven approach for creating a human–machine partnership to accelerate scientific discovery. By collecting physical system...

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Detalles Bibliográficos
Autores principales: Boullé, Nicolas, Earls, Christopher J., Townsend, Alex
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8940897/
https://www.ncbi.nlm.nih.gov/pubmed/35319007
http://dx.doi.org/10.1038/s41598-022-08745-5