Software

PyDMD is a Python package designed for Dynamic Mode Decomposition (DMD), a data-driven method used for analyzing and extracting spatiotemporal coherent structures from time-varying datasets.

PyDMD is a NumFOCUS Affiliated Project.

PyGeM (Python Geometrical Morphing) is a python package that allows you to deform a given geometry or mesh with different deformation techniques such as FFD, RBF and IDW.

ATHENA is a Python package for reduction of high dimensional parameter spaces. It implements several dimensionality reduction techniques such as Active Subspaces, Kernel-based Active Subspaces, and Nonlinear Level-set Learning. It is suited to study parametric PDEs, for sensitivity analysis, and for the approximation of engineering QoI.

EZyRB is a Python package that performs a data-driven model order reduction for parametrized problems. It implements reduction techniques such as POD and autoencoders, and many regression methods to approximate the parameter-to-latent variables map.

BladeX (Python Blade Morphing) is a Python package for geometrical parametrization and bottom-up construction of propeller blades. It allows to generate and deform a blade based on the radial distribution of its parameters.