A Physics-aware Learning Framework Unifies and Predicts Oil-Water Membrane Fouling

SSRN Electronic Journal 2026 Preprint Open access

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Authors: Lourenço Alves Carine, Maria Alice Prado Cechinel, Mariane Carolina Proner, Regina de Fátima Peralta Muni Moreira, Silvio Edegar Weschenfelder, Marco Di Luccio, Alan Ambrosi, Sergio Yesid Gómez González
DOI: 10.2139/ssrn.6037467
Cited by: 0
References: 50

Fields of Study & Subjects

Membrane Separation Technologies Machine Learning in Materials Science Membrane-based Ion Separation Techniques

Publication details

Journal / source
SSRN Electronic Journal
Publication date
1 January 2026
Document type
Preprint