Deep learning–based optimization of a microfluidic membraneless fuel cell for maximum power density via data-driven three-dimensional multiphysics simulation
Dang Dinh Nguyen, Thinh Pham, Muhammad Tanveer, Haroon Khan, Ji Won Park, Cheol Woo Park, Gyu Man Kim
Topics & Concepts
MultiphysicsMicrochannelPower densityArtificial neural networkMicrofluidicsBiological systemComputationGenetic algorithmPower (physics)Materials scienceMaximum power principleVoltageAlgorithmComputer scienceSimulationArtificial intelligenceElectronic engineeringEngineeringNanotechnologyPhysicsMachine learningFinite element methodStructural engineeringElectrical engineeringThermodynamicsBiologyFuel Cells and Related MaterialsAdvanced Battery Technologies ResearchElectrocatalysts for Energy Conversion