Python

How do you turn a textbook flocking model into a simulation that scales to tens of thousands of agents and renders like a fluid? This case study walks through the boids algorithm, four progressively faster solver backends benchmarked side by side (up to about 330 times faster than naïve Python), and a GPU visualization engine built with ModernGL.

How do you design an airfoil that performs well throughout an entire flight? This case study showcases a Python toolkit that explores thousands of candidate geometries and leverages evolutionary optimization to uncover the most effective aerodynamic trade-offs between lift and drag.

Presentation at the CAPE-OPEN 2025 Annual Meeting on integrating IFPEN’s multiphase pump design software into process simulation through the CAPE-OPEN standard.