Machine learning for layer-by-layer nanofiltration membrane performance prediction and polymer candidate exploration.

In this study, machine learning-based models were established for layer-by-layer (LBL) nanofiltration (NF) membrane performance prediction and polymer candidate exploration. Four different models, i.e.