stk-kriging / stk
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 5 months ago
Alternatives and similar repositories for stk:
Users that are interested in stk are comparing it to the libraries listed below
- This Matlab files are used to demonstrate on how to perform Reliability-based Design Optimization (RBDO) using FERUM. Two approaches are …☆13Updated last year
- an active-learning method for reliability analysis based on multi-fidelity kriging model☆30Updated last year
- A MATLAB implementation of the co-kriging process using the DACE toolbox☆36Updated 7 years ago
- MIVor: An innovative adaptive Kriging approach for efficient problem classification.☆18Updated 5 years ago
- Surrogate Based Design Optimization Toolbox☆29Updated 6 years ago
- This is a compact code for reliability analysis under uncertainty using a Polynomial Regression Machine Learning approach. The code imple…☆13Updated 5 years ago
- matlab code achieving Hierarchical Kriging model (a kind of variable fidelity surrogate, which can be regard as an improved version of co…☆21Updated 5 years ago
- code for Probability-Adaptive Kriging in n-Ball (PAK-Bn) (Kim and Song, 2020)☆9Updated 3 years ago
- time-variant reliability analysis method☆14Updated 4 years ago
- Gradient-enhanced Kriging surrogate model☆19Updated last year
- A Matlab toolbox for stochastic response analysis by DR-PDEE/GE-GDEE☆24Updated last year
- In his project, we proposed a new acquisition function for kriging-based reliability analysis, namely expected uncertainty reduction (EUR…☆11Updated 2 years ago
- Simple Bayesian optimization in MATLAB, with interface to interact with simulations in ANSYS.☆17Updated last year
- ☆14Updated 3 years ago
- Customized FERUM (Finite Element Reliability Using Matlab)☆13Updated 2 years ago
- Matlab codes for Arbitrary Polynomial Chaos Expansion☆12Updated 4 years ago
- Kriging for Analysis, Design optimization, And expLoration (KADAL)☆18Updated 3 years ago
- OpenCossan is an open and free toolbox for uncertainty quantification and management.☆51Updated last year
- A Matlab toolbox for solving the generalized density evolution equation (GDEE) in the probability density evolution method (PDEM) by fini…☆27Updated 4 months ago
- Bayesian Framework for Updating☆13Updated 2 years ago
- Simulation-based stochastic black-box optimization under uncertainty using Stochastic Kriging and Monte Carlo simulation☆21Updated 4 years ago
- This GitHub package provides example MATLAB code for finite element model updating. The code offers selection of different updating formu…☆37Updated 2 years ago
- The code is used to solve structural reliability analysis problem via the BSC_RLCB method☆10Updated 3 years ago
- Repository to tutorials on the implementation of the Transitional Ensemble Markov Chain Monte Carlo (TEMCMC) sampler for Bayesian Model U…☆17Updated 2 years ago
- MATLAB Surrogate Model Toolbox☆22Updated 10 years ago
- Polynomial Chaos Expansion Toolbox for MATLAB☆35Updated last year
- Tutorials and examples of advanced sampling methods for solving Bayesian Model Updating Problems☆34Updated last year
- ☆47Updated 3 years ago
- Source code of the paper: Dang C., Xu, J. Unified reliability assessment for problems with low- to high-dimensional random inputs using t…☆10Updated 3 years ago
- Reliability-based Design Optimization☆9Updated 11 months ago