Litcius/Paper detail

Deep-learning accelerating topology optimization of three-dimensional coolant channels for flow and heat transfer in a proton exchange membrane fuel cell

Hui Wang, Zelin Wang, Zhiguo Qu, Jianfei Zhang

2023Applied Energy51 citationsDOI

Topics & Concepts

Topology (electrical circuits)CoolantTopology optimizationComputationProton exchange membrane fuel cellHeat transferThermalComputer scienceMechanical engineeringMaterials scienceEngineeringMechanicsAlgorithmFuel cellsPhysicsFinite element methodElectrical engineeringThermodynamicsStructural engineeringChemical engineeringModel Reduction and Neural NetworksTopology Optimization in EngineeringFuel Cells and Related Materials