Projects
Here are some of the projects I have done over time
Monolithic Fluid Dynamics: Architecting High-Performance Coupled Solvers via OpenFOAM and PETSc Integration
2026-05-30An advanced software-engineering analysis of monolithic CFD architectures. This project bridges the face-based geometric discretization of OpenFOAM with the algebraic distributed robustness of PETSc to bypass the memory bandwidth wall.
Fourier Neural Operators for CFD
2026-05-18Exploring the theoretical foundations and application of Fourier Neural Operators (FNO) and Geo-FNO for modeling complex fluid dynamics.
Deep Parametric PINN: Von Kármán Wake
2026-05-05Parametric neural solver for Von Kármán vortex shedding using SIREN activations and RAR refinement ($Re \in [20, 150]$).
OpenFOAM socket Optimization
2026-05-05An in-depth study on optimizing OpenFOAM's computational performance in a Linux environment.