Local reduced order basis interpolation applied to the parabolic diffusion equation with a random coefficient field
-
Updated
Oct 25, 2019 - MATLAB
Local reduced order basis interpolation applied to the parabolic diffusion equation with a random coefficient field
Statistical Multivariate Regression Analysis to determine the effects of mortality, economic and social factors on life expectancy.
Matlab implementation of online and window dynamic mode decomposition algorithms
Open-source constructor of surrogates and metamodels
Graph dynamical systems library
Unsteady Finite Element Reduced Order Model for Time Moving Domains
TU Delft M. Sc. Aerospace / Applied Mathematics Thesis
ITHACA-SEM - In real Time Highly Advanced Computational Applications for Spectral Element Methods
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-width of the mapped data on the learned grid is minimized.
AI4Science: Efficient data-driven Online Model Learning (OML) / system identification and control
individual convolutional autoencoders (iCAEs) for low-dimensional parametrization
Standardized Non-Intrusive Reduced Order Modeling
FlowNet - Data-Driven Reservoir Predictions
Example of control simulations
A repository used to apply emulators to the square well interaction in coordinate space. The scattering portion of this code was used to run tests and generate preliminary results for the paper ''Efficient emulators for scattering using eigenvector continuation'' by Furnstahl, Garcia, Millican, and Zhang.
Supplemental Material for "BUQEYE Guide to Projection-Based Emulators in Nuclear Physics"
A repository used to compare the KVP and NVP emulators for two-body scattering in momentum space. This code was used to generate results for the paper ''Wave-function-based emulation for nucleon-nucleon scattering in momentum space'' by Garcia, Drischler, Furnstahl, Melendez, and Zhang.
A repository used to compare the KVP and NVP emulators for two-body scattering in momentum space. This code was used to generate results for the paper ''Wave-function-based emulation for nucleon-nucleon scattering in momentum space'' by Garcia, Drischler, Furnstahl, Melendez, and Zhang.
For full documentation, see:
Add a description, image, and links to the reduced-order-models topic page so that developers can more easily learn about it.
To associate your repository with the reduced-order-models topic, visit your repo's landing page and select "manage topics."