Work

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

Year: 2026

Type: article

Source: Advances in Engineering Software

DOI: 10.1016/j.advengsoft.2026.104135

Authors: Süleyman Cengizci, Ömür Uğur, Srinivasan Natesan

Institutions: Antalya Bilim Üniversitesi, Antalya Bilim University, Middle East Technical University, Indian Institute of Technology Guwahati

Language: English

Topic: Model Reduction and Neural Networks

Subfield: Statistical and Nonlinear Physics

Field: Physics and Astronomy

Domain: Physical Sciences

Open Access status: green

Funder: Türkiye Bilimsel ve Teknolojik Araştırma Kurumu

Award: G4744998548

OpenAlex ID: W7130645001

FWCI: 22.49

Cites: 53

Cited by: 7

Related to: 10