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Deep reinforcement learning for heat exchanger shape optimization

Hadi Keramati, Feridun Hamdullahpur, Mojtaba Barzegari

2022International Journal of Heat and Mass Transfer66 citationsDOI

Topics & Concepts

Computer scienceSolverShape optimizationPressure dropHeat transferComputational fluid dynamicsReinforcement learningDegrees of freedom (physics and chemistry)Parametric statisticsArtificial neural networkTopology optimizationCurse of dimensionalityArtificial intelligenceMathematical optimizationFinite element methodMechanicsMathematicsPhysicsThermodynamicsStatisticsProgramming languageTopology Optimization in EngineeringAdvanced Numerical Analysis TechniquesHeat Transfer and Optimization
Deep reinforcement learning for heat exchanger shape optimization | Litcius