simscale

SimScale Python SDK

SimScale C# SDK

My submission to the 2025 Cambridge University Drone Society Aerofoil Competition

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.