hyper-reduction

Suite of 1D, 2D, 3D demo apps of varying complexity with built-in support for sample mesh and exact Jacobians

scikit-rom is a lightweight, Python-based platform designed for projection-based model reduction of finite element models with moderate to large problem sizes

Two-scale FE² for hyperelastic periodic microstructures in DOLFINx: first-order and micromorphic homogenization, POD + ECM hyper-reduction, post-buckling

Auxiliary tools: distributed SVD, QR, sample mesh, etc

Thesis, presentation, and reproducible experiments for DEIM, QDEIM, POD, and nonlinear model reduction.