Litcius/Paper detail

PINN-based numerical modeling of MHD flows in porous media over linear stretching boundaries

Ahmed Jan, Muhammad Imran Khan, Umer Farooq, Farida Aslam, Rubina Adnan

2026International Communications in Heat and Mass Transfer6 citationsDOI

Topics & Concepts

MechanicsJoule heatingPartial differential equationPhysicsSolverMagnetohydrodynamicsHeat transferNanofluidClassical mechanicsHeat generationPorous mediumMaterials scienceThermal radiationDissipationConvectionConvective heat transferFlow (mathematics)CompressibilityThermalInternal heatingFluid dynamicsLorentz forceThermodynamicsCombined forced and natural convectionDimensionless quantityNonlinear systemNumerical analysisNatural convectionNumerical diffusionThermal diffusivityModel Reduction and Neural NetworksNanofluid Flow and Heat TransferThermoelastic and Magnetoelastic Phenomena