Membrane AI

Target

Prediction target

Prediction

Final prediction result

Run prediction after filling the feature fields to display the final result here.

Pre-defined features

Selective Layer

Membrane structureMPD concentrationTMC concentrationSelective layer synthesis procedureSelective layer thicknessSelective layer pore sizeSelective layer crosslinking degreeSelective layer MWCO

Support Layer

Support layer chemistrySupport layer detailSupport polymer concentrationSupport layer thicknessSupport layer MWCOSubstrate pore sizeSupport layer surface porositySupport layer contact angleSupport layer water flux

Operational Parameters

Filtration modeHydraulic pressureMembrane sizeTest pHTest temperatureNaCl concentrationFlow rate

Membrane Properties

CONO/NBack surface pore sizeMembrane roughness (Ra)Water contact angleZeta potentialZeta potential (pH=4)Zeta potential (pH=6)Zeta potential (pH=7)Zeta potential (pH=8)

Input A

Text parser

Membrane description

SHAP analysis

Current-sample SHAP analysis

Run SHAP analysis to compute the current input contribution summary and display the saved target-level SHAP figures.

Interactive membrane predictor

Prediction target

Final prediction result

Pre-defined features

Text parser

Current-sample SHAP analysis