Area of Research
Data Science/ Machine learning/Deep learning
- Used for seismic data to predict rock properties from pre-stack seismic data
- Used on numerical simulation data to create surrogate reservoir models
Numerical Simulations
- Lattice-Boltzmann Method (LBM) for estimation of physical properties of different media
- Thermodynamic Modeling (Perturbed Chain Statistical Association Theory- Multi Solid Models (PC-SAFT-MS) for predicting crude oil properties
- Static and Dynamic Reservoir Modeling
Petroleum Engineering
- Studies of rock compaction for exploration purposes and basin modeling purposes
- Reservoir characterization using outcrop analogs