evanchodora / kriging
Python tool for creating Kriging surrogate models
☆17Updated 6 years ago
Alternatives and similar repositories for kriging:
Users that are interested in kriging are comparing it to the libraries listed below
- In this repository I publish the python code, that was part of my master thesis. The thesis can be found here, however its in German thou…☆27Updated 5 years ago
- Python code to calculate proper orthogonal decomposition modes (aka principal components), which are then used to generate reduced order …☆34Updated 9 years ago
- Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network☆65Updated last year
- DAFI: Ensemble based data assimilation and field inversion, repository for internal development☆54Updated last year
- Multi-fidelity modeling using Gaussian processes and nonlinear auto-regressive schemes.☆62Updated 8 years ago
- Non-intrusive reduced order models using proper orthogonal decomposition (POD) and radial basis function (RBF) interpolation for shallow …☆18Updated 3 years ago
- A MATLAB implementation of the co-kriging process using the DACE toolbox☆36Updated 7 years ago
- A Matlab toolbox for stochastic response analysis by DR-PDEE/GE-GDEE☆24Updated last year
- Uncertainty Quantification in the POD-NN framework☆22Updated 4 years ago
- A Matlab toolbox for solving the generalized density evolution equation (GDEE) in the probability density evolution method (PDEM) by fini…☆27Updated 4 months ago
- Deep Learning for Reduced Order Modelling☆97Updated 3 years ago
- Supporting code for "Reduced-order modeling of advection-dominated systems with recurrent neural networks and convolutional autoencoders"☆21Updated 4 years ago
- I am doing a surrogate optimization of a transonic airfoil. I am using an artificial neural network as my surrogate model to approximate …☆8Updated 4 years ago
- Matlab code to generate stationary Gaussian random field