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Updated: Sep 26, 2026

Visualization of Flow Field Around a Vibrating Pipeline Within an Equilibrium Scour Hole
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Neural network-based computational analysis of pressure-driven nonlinear waves in gas-liquid mixtures and oil

Turke Althobaiti1, Noman Sharif2, Daba Meshesha Gusu3

  • 1Department of Computer Science, Faculty of Science, Northern Border University, Arar, Saudi Arabia.

Science Progress
|September 24, 2026
PubMed

Keywords:
Kudryashov–Sinelshchikov equationcomputational intelligence feedforward neural networkdata-driven modelinggas–liquid multiphase flownonlinear pressure wavesriccati sub-equation neural network

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