1. Multiphase Flow, Transients & Non-Linear Dynamics
Physical characterization and hydrodynamic modeling of gas-liquid and liquid-liquid multiphase flows under steady-state and transient regimes. Hydrodynamic stability, intermittent/slug flow dynamics, flow pattern transitions, and stochastic modeling in horizontal and inclined pipes.
2. Physics-Informed Hybrid Intelligence, Soft Sensing & Instrumentation
Integrating fluid dynamics first principles with Physics-Informed AI (PINNs, neural operators, and surrogate models). Development of virtual sensors (soft sensing), non-intrusive instrumentation (wall dynamic pressure, vibration, capacitance), data-driven algorithms, and digital twins for real-time monitoring.
3. Fluid-Structure Interaction (FSI)
Theoretical, experimental, and numerical investigation of the dynamic coupling between internal multiphase flow and structural vibration response in flexible and rigid pipelines. Analysis of flexural waves, pressure-induced fatigue, and aero/hydroelastic coupling in industrial piping.
4. Petroleum Engineering, Artificial Lift & Flow Assurance
Industrial R&D applications for the energy sector and offshore production systems. Modeling and optimization of Artificial Lift systems (ESP/BCSS, Gas Lift), centrifugal multiphase separation, severe flow phenomenon mitigation, and Flow Assurance integrated with field operational data.