Litcius/Paper detail

Performance optimization of a heat exchanger with coiled-wire turbulator insert by using various machine learning methods

Nevin Çelik, Beyda Taşar, Sinan Kapan, Vedat Tanyıldızı

2023International Journal of Thermal Sciences25 citationsDOI

Topics & Concepts

Nusselt numberTurbulatorHeat exchangerMean squared errorSupport vector machineHeat transferMaterials scienceLinear regressionShape factorMultilayer perceptronArtificial neural networkReynolds numberMathematicsComputer scienceMechanicsStatisticsThermodynamicsArtificial intelligenceTurbulencePhysicsGeometryHeat Transfer MechanismsHeat Transfer and OptimizationFluid Dynamics and Turbulent Flows