2 papers
physics.flu-dyn2024
Evaluating Joule heating influence on heat transfer and entropy generation in MHD channel flow: A parametric study and ill-posed problem solution using PINNs
Ehsan Ghaderi, MohammadAli Bijarchi, Siamak Kazemzadeh Hannani +1
In this study the effects of Joule heating parameter on entropy generation and heat transfer in MHD flow inside a channel is investigated by means of Physics-Informed Neural Networ…
physics.flu-dyn2024
Parametric and inverse analysis of flow inside an obstructed channel under the influence of magnetic field using physics informed neural networks
Ehsan Ghaderi, MohammadAli Bijarchi, Siamak Kazemzadeh Hannani +1
In this study, fluid flow inside of an obstructed channel under the influence of magnetic field has been analyzed using physics informed neural networks(PINNs). Governing equations…