Ice slurry, Herringbone-corrugated plate heat exchangers, Multi-objective optimization, RSM and NSGA-II
Multi-objective optimization, Helically coiled tubes, Flow and heat transfer, Response surface method
Ice slurry, Corrugated tubes, Multi-objective optimization, Heat transfer enhancement
PEMECs, Bionic flow field, Electrochemical performance, Mass transfer intensification.
ice slurry, Twisted tape insert, Machine learning, Crested Porcupine Optimizer, SHapley Additive exPlanations.
Phase change material slurry, Outward transverse corrugated tubes, Thermo-fluidic behaviors, Enhanced heat transfer
Wet particle deposition, Liquid film, Dynamic mesh, Deposition morphology
Ice slurry, Twisted tape-enhanced tube, Flow and heat transfer, SHAP, Machine learning, MOGWO algorithm
Ice slurry, Herringbone-corrugated plate heat exchangers, multi-objective optimization, RSM and NSGA-II
Sinusoidal-corrugated plate heat exchangers, Ice slurry, Thermo-fluidic behaviors, Heat and Mass Transfer
Layered Design of GDL, SVR Algorithm, Random Combination, Optimal Porosity
Ice slurry, Twisted tape insert, flow and heat transfer, Machine learning, Prediction performance
Crossover, Mutation, Convolutional neural network, Optimal porosity distribution of cathode GDL
Layered Design of GDL, SVR Algorithm, Random Combination, Optimal Porosity.
Gas-solid flow, Different cross-section shapes, 90° bends, Deposition efficiency.
Ice slurry, Twisted tape insert, Machine learning, Crested Porcupine Optimizer, SHapley Additive exPlanations.
Solid-liquid phase change slurry, U-tubes, heat and mass transfer, Flow resistance characteristics
Ice slurry, Twisted tape insert, Flow and heat transfer, Machine Learning, Ensemble learning
Ice slurry, Outward helically corrugated tubes, Flow and heat transfer, multi-objective optimization, RSM, NSGA-II
Ice slurry, Twisted flat tubes, Thermo-fluidic behaviors, Heat transfer enhancement.
Sine‐based porosity modeling, Segmented feature extraction, Support vector regression, Feature‐weighted fusion, 3D optimal porosity distribution
Direct internal reforming solid oxide fuel cells, Multiphysics coupling, Phase-field method, Electrochemical-mechanical degradation, 3D microstructure reconstruction
Direct internal reforming solid oxide fuel cells, Multiphysics coupling framework, Phase-field fracture, Electrochemical-mechanical degradation, 3D microstructure reconstruction
Layered design, Gradient porosity, High current density, Optimal porosity
Ice slurry, Herringbone corrugated plate heat exchanger, Multi-objective optimization, RSM and NSGA-II
Trigonometric functions, porosity distribution equation, SVR algorithm, optimal porosity distribution.
