A PINN-enhanced SUPG-stabilized hybrid finite element framework with shock-capturing for computing steady convection-dominated flows

Advances in Engineering Software 2026 Open access

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Authors: Süleyman Cengizci, Ömür Uğur, Srinivasan Natesan

DOI: 10.1016/j.advengsoft.2026.104135

Cited by: 7

References: 53

Fields of Study & Subjects

Model Reduction and Neural Networks Advanced Numerical Methods in Computational Mathematics Numerical methods for differential equations

References 53