Selected engineering projects covering high-power thermal-fluid systems, liquid-metal flows, electromagnetic multiphysics, numerical model development, and data-driven engineering tools.
Analysis and design of engineering systems exposed to intense thermal loads, involving liquid-metal and free-surface flows, multiphase CFD, conjugate heat transfer, and electromagnetic effects.
ElectroJetFlow was developed during my Ph.D. research to investigate electrohydrodynamic jets, electrospray atomization, and electrically driven multiphase flows. The project combines computational fluid dynamics, interface-capturing methods, electrostatics, and Maxwell-stress modelling to study jet formation, stability, breakup, and performance.
Predict the deformation, instability, and breakup of electrically charged liquid jets. Developed a custom multiphase numerical model coupling fluid flow, electric fields, charge transport, and Maxwell forces. 
Reduce the cost of transient multiphysics simulations while retaining useful full-field predictions. Developed POD, DMD, recurrent neural networks, autoencoders, and latent-space models for electrospray and automotive thermal systems. 
Modelling of axial fans, disk turbines and mixing chambers, including rotating domains, turbulence and multiphase injection. 