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Updated: Sep 9, 2025

Continuous Hydrologic and Water Quality Monitoring of Vernal Ponds
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監視データが乏しいオープンチャネルでの水力予測のための物理情報ニューラルネットワーク

Zhongbin Li1, Tong Mu1, Xin Li2

  • 1College of Agriculture Science and Engineering, Hohai University, Nanjing 210098, China.

Water research
|September 4, 2025
PubMed
まとめ

この研究は,稀少なデータを用いてオープンチャネル水力学を予測するためのPINN (Physics-Informed Neural Network) メソッドを導入しています. マニング係数を正確に予測します センサーが騒々しくてもです

キーワード:
水力トランジエント予測マニング系数オープンチャネルの流れ物理系ニューラルネットワークサン=ヴェナント方程式水の移転プロジェクト

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