Physics-Informed Neural Network Approach for Solving the One-Dimensional Unsteady Shallow-Water Equations in Riverine Systems Article

Yin, Zeda, Shi, Jimeng, Bian, Linlong et al. (2025). Physics-Informed Neural Network Approach for Solving the One-Dimensional Unsteady Shallow-Water Equations in Riverine Systems . JOURNAL OF HYDRAULIC ENGINEERING, 151(1), 10.1061/JHEND8.HYENG-13572

cited authors

  • Yin, Zeda; Shi, Jimeng; Bian, Linlong; Campbell, William H; Zanje, Sumit R; Hu, Beichao; Leon, Arturo S

authors

publication date

  • January 1, 2025

published in

keywords

  • Engineering
  • Engineering, Civil
  • Engineering, Mechanical
  • FLOW
  • Flood predictions
  • Physical Sciences
  • Physics-informed neural networks (PINN)
  • Science & Technology
  • Shallow-water equations (SWEs)
  • Technology
  • Water Resources

Digital Object Identifier (DOI)

publisher

  • ASCE-AMER SOC CIVIL ENGINEERS

volume

  • 151

issue

  • 1