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.
☆41Updated 11 months ago
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☆39Updated 8 years ago
- A Matlab toolbox for stochastic response analysis by DR-PDEE/GE-GDEE☆26Updated 2 years ago
- This Matlab files are used to demonstrate on how to perform Reliability-based Design Optimization (RBDO) using FERUM. Two approaches are …☆13Updated 2 years ago
- Source codes for Probability-Adaptive Kriging in n-Ball (PAK-Bn) (Kim & Song, 2020)☆11Updated 6 months ago
- OpenCossan is an open and free toolbox for uncertainty quantification and management.☆54Updated 2 years ago
- Simple Bayesian optimization in MATLAB, with interface to interact with simulations in ANSYS.☆19Updated 2 years ago
- Matlab codes for Arbitrary Polynomial Chaos Expansion☆12Updated 5 years ago
- Tutorials and examples of advanced sampling methods for solving Bayesian Model Updating Problems☆39Updated last year
- Repository to tutorials on the implementation of the Transitional Ensemble Markov Chain Monte Carlo (TEMCMC) sampler for Bayesian Model U…☆20Updated 3 years ago
- ☆21Updated 2 months ago
- time-variant reliability analysis method☆17Updated 5 years ago
- A Matlab toolbox for solving the generalized density evolution equation (GDEE) in the probability density evolution method (PDEM) by fini…☆27Updated 11 months ago
- an active-learning method for reliability analysis based on multi-fidelity kriging model☆41Updated last year
- Matlab code to generate stationary Gaussian random field☆29Updated 6 years ago
- An adaptive mesh refinement algorithm for MATLAB☆36Updated 5 years ago
- MIVor: An innovative adaptive Kriging approach for efficient problem classification.☆18Updated 5 years ago
- Surrogate Based Design Optimization Toolbox☆33Updated 7 years ago
- 地震作用下剪切型结构线性/非线性时程分析☆25Updated 6 years ago
- Gradient-enhanced Kriging surrogate model☆20Updated 6 months ago
- This GitHub package provides example MATLAB code for finite element model updating. The code offers selection of different updating formu…☆41Updated 4 months ago
- Representative point selection by the GF-discrepancy minimization technique for the probability density evolution method (PDEM).☆13Updated 11 months ago
- ☆48Updated 4 years ago
- Matlab Copula Toolbox☆43Updated 6 years ago
- ☆18Updated 8 years ago
- Tutorial on Gaussian Processes☆62Updated 5 years ago
- The gypsilab project is an open-source MATLAB toolbox for fast numerical computation with finite element, boundary element and ray-tracin…☆66Updated 4 years ago
- The code is used to solve structural reliability analysis problem via the BSC_RLCB method☆15Updated 3 years ago
- ☆17Updated 4 years ago
- Customized FERUM (Finite Element Reliability Using Matlab)☆13Updated 3 years ago
- MATLAB Toolbox for Handling 2D and 3D FEM Meshes☆52Updated 10 months ago