Data-driven discovery of dimensionless numbers and governing laws from scarce measurements

Dimensionless numbers and scaling laws provide elegant insights into the characteristic properties of physical systems. Classical dimensional analysis and similitude theory fail to identify a set of unique dimensionless numbers for a highly multi-variable system with incomplete governing equations....

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Detalles Bibliográficos
Autores principales: Xie, Xiaoyu, Samaei, Arash, Guo, Jiachen, Liu, Wing Kam, Gan, Zhengtao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9729234/
https://www.ncbi.nlm.nih.gov/pubmed/36476735
http://dx.doi.org/10.1038/s41467-022-35084-w

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9729234/
https://www.ncbi.nlm.nih.gov/pubmed/36476735
http://dx.doi.org/10.1038/s41467-022-35084-w

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