Multi-objective inverse design of finned heat sink system with physics-informed neural networks
Zhibin Lu, Yimeng Li, Chang He, Jingzheng Ren, Haoshui Yu, Bingjian Zhang, Qinglin Chen
Topics & Concepts
MultiphysicsOptimal designArtificial neural networkInverseHeat sinkMathematical optimizationConjugate gradient methodComputer scienceMulti-objective optimizationPareto principleSurrogate modelInverse problemEngineeringMechanical engineeringMathematicsMachine learningFinite element methodStructural engineeringGeometryMathematical analysisModel Reduction and Neural NetworksHeat Transfer and OptimizationHeat Transfer Mechanisms