SciPy
maaz7409Scientific ComputingUsed in 3 notebooks
ODE solvers, optimisation, linear algebra and signal processing.
Used in
- Inverse Heat Transfer with PINNs
Recovering unknown heat flux and material properties with a physics-informed neural network.
heat_pinn.ipynb · notebook: SciPy
- CFD with Python
A fluid-flow solver written from scratch that shows Von Kármán vortex shedding.
karman_vortex_cfd.ipynb · notebook: SciPy
- SINDy vs. ISINDy on the Lorenz System
Recovering the Lorenz equations from data with sparse regression, and making it robust to noise.
lorenz_sindy.ipynb · notebook: SciPy
