works on
dam break problem 1physics-informed neural networks 1reduced-order modeling 1shallow water equations 1shock-aware collocation 1tensor methods 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

math.NA2026

Comparison of a Parametric Physics-Informed Neural Network and a Tensorial Reduced-Order Model for the Shallow-Water Dam-Break Problem

Anton Myshak, Md Rezwan Bin Mizan, Ilya Timofeyev

The paper develops and compares two parametric data-driven reduced models—a physics-informed neural network and a tensorial reduced-order model—for the one-dimensional shallow-wate…