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Author

G. Foutsitzi

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Open access Sep 2026

Solutions of the Newtonian Plane Couette Flow with Dynamic Wall Slip Using Machine Learning Methods

This study presents a comparative investigation of Physics-Informed Neural Networks (PINNs) and data-driven Deep Operator Networks (DeepONets) for predicting the evolution of plane Newtonian Couette flow with dynamic wall slip. First, a PINN framework is employed to solve flow for selected physical parameters. Subseque...

G. Foutsitzi, Nikolaos Antoniadis, Georgios C. Georgiou · 0 citations

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