Alves, C. L., Weschenfelder, S. E., Cechinel, M. A. P., Proner, M. C., Fátima, R. D., Moreira, P. M., Ambrosi, A., Luccio, M. D., González, S. Y. G. (2026). Physics-informed machine learning for cross-study prediction of oil–water membrane fouling. Scientific Reports. https://doi.org/10.1038/s41598-026-54120-z