Optimizing water-salt separation performance and mechanistic analysis of TFNi nanofiltration membranes via explainable machine learning

Key Points

• Performance optimization of TFNi membranes is crucial for efficient water-salt separation.
• Explainable machine learning provides insights into the mechanisms driving membrane performance.
• Adopting advanced analytic techniques leads to better design choices in membrane technology.
• Enhanced water-salt separation can significantly impact environmental sustainability and resource management.