July 01, 2026 article Derivative neural operators with physics-guided diffusion refinement for predicting two-phase flow dynamics Physics of Fluids DOI: 10.1063/5.0344207 OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 1 References 1 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 Variationally correct neural residual regression for parametric PDEs: on the viability of controlled accuracy 2025 IMA Journal of Numerical Analysis article Physics and Astronomy Model Reduction and Neural Networks Open access 10 citations 1 result