Physics-constrained machine learning for thermal turbulence modelling at low Prandtl numbers
Matilde Fiore, Lilla Koloszár, Clyde Fare, Miguel Alfonso Mendez, Matthieu Duponcheel, Yann Bartosiewicz
Topics & Concepts
Prandtl numberTurbulent Prandtl numberTurbulenceArtificial neural networkRobustness (evolution)Heat fluxPhysicsStatistical physicsComputer scienceMechanicsHeat transferNusselt numberArtificial intelligenceReynolds numberChemistryBiochemistryGeneNuclear Engineering Thermal-HydraulicsHeat transfer and supercritical fluidsModel Reduction and Neural Networks