stk-kriging / stkLinks
The STK is a (not so) Small Toolbox for Kriging. Its primary focus is on the interpolation/regression technique known as kriging, which is very closely related to Splines and Radial Basis Functions, and can be interpreted as a non-parametric Bayesian method using a Gaussian Process (GP) prior.
☆42Updated last year
Alternatives and similar repositories for stk
Users that are interested in stk are comparing it to the libraries listed below
Sorting:
- A MATLAB implementation of the co-kriging process using the DACE toolbox☆41Updated 8 years ago
- This Matlab files are used to demonstrate on how to perform Reliability-based Design Optimization (RBDO) using FERUM. Two approaches are …☆16Updated 2 years ago
- Source codes for Probability-Adaptive Kriging in n-Ball (PAK-Bn) (Kim & Song, 2020)☆12Updated 8 months ago
- A Matlab toolbox for stochastic response analysis by DR-PDEE/GE-GDEE☆29Updated 2 weeks ago
- OpenCossan is an open and free toolbox for uncertainty quantification and management.☆55Updated 2 years ago
- time-variant reliability analysis method☆18Updated 5 years ago
- ☆23Updated 4 months ago
- Matlab code to generate stationary Gaussian random field☆30Updated 6 years ago
- A Matlab toolbox for solving the generalized density evolution equation (GDEE) in the probability density evolution method (PDEM) by fini…☆29Updated last year
- ☆49Updated 4 years ago
- an active-learning method for reliability analysis based on multi-fidelity kriging model☆43Updated 2 years ago
- MIVor: An innovative adaptive Kriging approach for efficient problem classification.☆19Updated 5 years ago
- Matlab codes for Arbitrary Polynomial Chaos Expansion☆14Updated 5 years ago
- Bayesian deep convolutional encoder-decoder networks for surrogate modeling and uncertainty quantification☆107Updated 5 years ago
- ☆19Updated 4 years ago
- Tutorial on Gaussian Processes☆64Updated 5 years ago
- Repository to tutorials on the implementation of the Transitional Ensemble Markov Chain Monte Carlo (TEMCMC) sampler for Bayesian Model U…☆21Updated 3 years ago
- Simple Bayesian optimization in MATLAB, with interface to interact with simulations in ANSYS.☆19Updated 2 years ago
- Surrogate Based Design Optimization Toolbox☆33Updated 7 years ago
- This GitHub package provides example MATLAB code for finite element model updating. The code offers selection of different updating formu…☆43Updated 6 months ago
- Codes related to our paper "Sparse Polynomial Chaos Expansions via D-optimal Designs and Compressed Sensing." https://www.sciencedirect.…☆20Updated 6 years ago
- Gradient-enhanced Kriging surrogate model☆23Updated 3 weeks ago
- The modal parameters of a line-like structure are automatically identified using an SSI-COV algorithm applied to ambient vibration data☆37Updated last year
- Customized FERUM (Finite Element Reliability Using Matlab)☆13Updated 3 years ago
- Tools to construct surrogate models based on Hermitian polynomial bases. Includes full-factorial and sparse polynomial chaos expansions v…☆10Updated 7 years ago
- Tutorials and examples of advanced sampling methods for solving Bayesian Model Updating Problems☆40Updated last year
- MCMC toolbox for Matlab☆93Updated 4 years ago
- Python and Matlab codes to compute the Sobol' indices☆21Updated 9 years ago
- Bayesian optimization and active learning with likelihood-weighted acquisition functions☆15Updated last year
- Representative point selection by the GF-discrepancy minimization technique for the probability density evolution method (PDEM).☆14Updated last year