simscale

SimScale Python SDK

SimScale C# SDK

Comparative CFD and conjugate heat transfer analysis of cold-plate channel designs using SimScale.

CFD simulation of a centrifugal pump using SimScale to investigate flow behavior, pressure distribution, velocity fields, and pump performance.

This project presents a Computational Fluid Dynamics (CFD) investigation of incompressible water flow through a globe valve using SimScale.

CFD simulation of heat transfer in a U-tube using SimScale to investigate temperature distribution, fluid flow, and thermal performance. The project focuses on analyzing heat exchange between fluids, visualizing temperature contours, and examining velocity and pressure variations to understand heat-transfer behavior in process equipment.

My submission to the 2025 Cambridge University Drone Society Aerofoil Competition

This project presents a Computational Fluid Dynamics (CFD) study of incompressible water flow through a pipe junction using SimScale.

Transient CFD analysis of ammonia leakage using passive scalar transport and k-ω SST turbulence modeling in a 3D industrial room geometry.

End-to-end automated ML pipeline predicting cerebral aneurysm rupture risk in 24 minutes at zero cost, with patient-specific SHAP explanations. AUC 0.834. 1st in Biomedical Engineering Research @ SV, 5th Medicine Research @ CSEF 2026.

Tutorials with simscale

Steady RANS CFD screening of Spinosaurus mirabilis crest hydrodynamics — 2 m/s, k-omega SST, slip walls. Transient follow-up attempted but not completed. Geometry: Nobilis 2 artist mesh (not fossil scan data).

CFD case study — airflow around a GT car spoiler, simulated in SimScale (Coursera CFD course). Streamline results + live interactive model.

CAD model and external CFD analysis of a model rocket airframe, including diagnosis of a 3× drag coefficient discrepancy.