reduced-order-models topic

Reduced order modelling techniques for OpenFOAM

ITHACA-FV

Model reduction library with an emphasis on large scale parallelism and linear subspace methods

LLNL

The Toolkit for Adaptive Stochastic Modeling and Non-Intrusive ApproximatioN

ORNL

Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network

kylebeggs

AI4Science: Efficient data-driven Online Model Learning (OML) / system identification and control

haozhg

Data-driven reduced order modeling for nonlinear dynamical systems

mattiacenedese

The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-uniform parameter/time-varying grid, such that the Kolmogorov n...

rmojgani

core C++ library

Pressio

Create reduced-order state-space models for lithium-ion batteries utilising realisation algorithms.

BradyPlanden

FlowNet - Data-Driven Reservoir Predictions

equinor