Litcius/Paper detail

TensorFlow-based deep learning framework for thermodynamic and entropy generation analysis of dihydrogen oxide-based nanofluids

J. Iqbal, Yasir Akbar

2025International Journal of Hydrogen Energy30 citationsDOI

Topics & Concepts

NanofluidThermodynamicsMaterials scienceHomotopy analysis methodStreamlines, streaklines, and pathlinesEntropy (arrow of time)MechanicsThermal conductivityThermalPressure dropDimensionless quantityThermal energyBrinkman numberBoundary value problemCarnot cycleMechanical engineeringThermal analysisHelmholtz free energyPorous mediumComputer scienceSecond law of thermodynamicsBejan numberStatistical physicsPartial differential equationPhysicsArtificial neural networkEntropy productionHomotopy perturbation methodExergyHeat transferMathematicsNanofluidicsNanofluid Flow and Heat TransferPower Transformer Diagnostics and InsulationThermal properties of materials