Applications of Symmetry-Enhanced Physics-Informed Neural Networks in High-Pressure Gas Flow Simulations in Pipelines

S Alpar, R Faizulin, F Tokmukhamedova, Y Daineko - Symmetry, 2024 - mdpi.com
This article presents a detailed examination of the methodology and modeling tools utilized
to analyze gas flows in pipelines, rooted in the fundamental principles of gas dynamics. The …