معرفی
Steinar Evje is a Professor of Applied Mathematics at the University of Stavanger, affiliated with the Faculty of Science and Technology and the Department of Energy and Petroleum Technology. His research bridges mathematical modeling with applications in petroleum engineering and cancer biology.
His research interests include:
- Mathematical modeling of multiphase flow in porous media
- Conservation laws and PDEs
- Tumor cell migration and biomechanics
- Fluid-structure and cell-fluid interactions
- Data-driven discovery of PDEs
- Numerical analysis and scientific computing
His recent publications (2023–2024) show a strong trend in combining machine learning with physical modeling, particularly in learning flux and diffusion functions from data, solving conservation laws using graph neural networks, and modeling tumor progression under fluid pressure. These works span disciplines from petroleum engineering to computational oncology, reflecting interdisciplinary impact.
Scientific awards are not mentioned in the provided text.
He actively collaborates with researchers in both engineering and biomedical fields. While specific students are not listed, his extensive publication record suggests mentorship of graduate students and postdocs. He has contributed to modeling in oil recovery, well control, and tumor microenvironment dynamics, with no mention of external grants but evident sustained research output.
He is involved in modeling efforts related to:
- Two-phase and three-phase flow in porous media
- Cell migration under interstitial fluid flow
- Spontaneous imbibition and wettability alteration
- Gas migration in leaking wells
- Low salinity flooding in oil recovery
