Our paper just received the Advanced Membranes Best Paper Award! 🏆 Congratulations to Gergo and Nawader for the nice article, which you can read here. 
Download the dataset from the OSN Database.
We identified the most important solvent parameters affecting solute rejection in membranes. 🚀 We reported a dataset with 407 solutes in 11 solvents, and utilized a graph neural network to predict solute rejection. Explainable artificial intelligence helped us reveal and visualize the underlying effects of atoms and functional groups altering the rejection. 👨‍💻
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