Deep recurrent neural networks for water hammer transient prediction and dynamic protection optimization in long distance pipelines.
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| Title: | Deep recurrent neural networks for water hammer transient prediction and dynamic protection optimization in long distance pipelines. |
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| Authors: | Dong, Ru1 (AUTHOR) dongrulunwenyong@163.com, Du, Juan1 (AUTHOR) dujuan3418r@163.com, Liu, Cong1 (AUTHOR) liucong6026@126.com |
| Source: | Scientific Reports. 3/6/2026, p1-26. 26p. |
| Database: | Academic Search Ultimate |
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| ISSN: | 20452322 |
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| DOI: | 10.1038/s41598-026-41915-3 |
