DWRM-Net:Pressure drop and mass transfer dataset

This dataset originates from CFD simulations in industrial design, comprising a total of 959 samples of reverse osmosis (RO) membrane parameters and outputs. The eight input columns represent:the length of the periodic unit along the main flow direction,the edge diameter of the spacer in the transverse direction,the center diameter of the spacer in the transverse direction,the edge diameter of the spacer in the longitudinal direction,the center diameter of the spacer in the longitudinal direction,the total spacer height,the crossing angle between two spacers,the inlet velocity of the fluid.The three outputs correspond to the unit pressure drop, the mass transfer coefficient, and the solute concentration, respectively. In the paper \u201cDWRM-Net: Adaptive Meta-Weights Accelerate Sparse-Data Fluid Transport Modeling\u201d, only the unit pressure drop and the mass transfer coefficient were used in accordance with industrial requirements.This dataset is provided solely for model design and reproducibility purposes, and its use in any industrial membrane design or development is strictly prohibited.