January 01, 2026 article Open access Multi-task graph neural networks for comprehensive surfactant property prediction Digital Discovery DOI: 10.1039/d6dd00135a Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 0 References 4 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Physical pooling functions in graph neural networks for molecular property prediction 2023 Computers & Chemical Engineering article Computer Science Computational Drug Discovery Methods Open access 59 citations Graph neural networks for surfactant multi-property prediction 2024 Colloids and Surfaces A Physicochemical and Engineering Aspects article Chemistry Surfactants and Colloidal Systems Open access cited by 1 patent 30 citations Predicting the Temperature Dependence of Surfactant CMCs Using Graph Neural Networks 2024 Journal of Chemical Theory and Computation article Chemistry Surfactants and Colloidal Systems Open access cited by 1 patent 21 citations Predicting the temperature-dependent CMC of surfactant mixtures with graph neural networks 2025 Computers & Chemical Engineering article Chemistry Surfactants and Colloidal Systems Open access 13 citations 4 results