| Autor: |
Xiaoyu Xie, Arash Samaei, Jiachen Guo, Wing Kam Liu, Zhengtao Gan |
| Jazyk: |
angličtina |
| Rok vydání: |
2022 |
| Předmět: |
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| Zdroj: |
Nature Communications, Vol 13, Iss 1, Pp 1-11 (2022) |
| Druh dokumentu: |
article |
| ISSN: |
2041-1723 |
| DOI: |
10.1038/s41467-022-35084-w |
| Popis: |
Dimension reduction techniques allow to simplify complex process design and system optimization in various engineering problems. The authors propose here a machine learning approach to discover dominant dimensionless numbers and governing laws from scarce measurement data. |
| Databáze: |
Directory of Open Access Journals |
| Externí odkaz: |
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