Benchmarking Physics-Informed Neural Networks against Traditional Finite Volume Methods for Convection-Diffusion Equations: A Focus on False Diffusion and Computational Cost

SSRN Electronic Journal 2026 Preprint Open access

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Authors: Xiao-peng Song, Wei Hu, Yaolan Niu
DOI: 10.2139/ssrn.6313249
Cited by: 0
References: 9

Fields of Study & Subjects

Model Reduction and Neural Networks Neural Networks and Applications Differential Equations and Numerical Methods

Publication details

Journal / source
SSRN Electronic Journal
Publication date
1 January 2026
Language
EN
Document type
Preprint