Projects
Simulation of Fluid Flow in Porous Media for The Development of Flexible Time Temperature Indicators (FTTIs)
Simulation of Fluid Flow in Porous Media for The Development of Flexible Time Temperature Indicators (FTTIs)
This project models imbibition in porous media and validates Washburn’s equation against simulation and experiment. The first phase focused on matching capillary rise dynamics; subsequent phases explored sensitivity to pore-size distribution, contact angle, and viscosity. Furthermore, imbibtion was explored with different geometric parameters and mixtures.
Hybrid CFD-Deep Learning Approach for Predicting of Thermal flows for Hotspot Mitigation in Datacenter Racks
Hybrid CFD-Deep Learning Approach for Predicting of Thermal flows for Hotspot Mitigation in Datacenter Racks
We integrate neural surrogates with CFD to accelerate thermal simulations and optimize CRAH setpoints and rack layout under variable loads, reducing time-to-solution and improving cooling efficiency.
Finite Element Analysis Code Validation with Commercial Solver (ANSYS)
Finite Element Analysis Code Validation with Commercial Solver (ANSYS)
A custom FEA solver for plane stress/strain with isoparametric elements, Gauss quadrature, and sparse solvers. Validated against Ansys for displacement/stress fields on benchmark geometries.
Second Order Vortex Panel Method
Second Order Vortex Panel Method
Implemented a second-order panel method to compute lift and Cp distribution on airfoils; validated against thin-airfoil theory and XFOIL for moderate angles of attack. The study was part of Computational Techniques in Aeronautics.