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.
☆39Updated last month
Related projects: ⓘ
- A MATLAB implementation of the co-kriging process using the DACE toolbox☆33Updated 7 years ago
- Simple Bayesian optimization in MATLAB, with interface to interact with simulations in ANSYS.☆17Updated last year
- This Matlab files are used to demonstrate on how to perform Reliability-based Design Optimization (RBDO) using FERUM. Two approaches are …☆12Updated last year
- This is a compact code for reliability analysis under uncertainty using a Polynomial Regression Machine Learning approach. The code imple…☆12Updated 5 years ago
- time-variant reliability analysis method☆12Updated 4 years ago
- MIVor: An innovative adaptive Kriging approach for efficient problem classification.☆16Updated 4 years ago
- Surrogate Based Design Optimization Toolbox☆28Updated 6 years ago
- A Matlab toolbox for stochastic response analysis by DR-PDEE/GE-GDEE☆21Updated 11 months ago
- an active-learning method for reliability analysis based on multi-fidelity kriging model☆22Updated 10 months ago
- matlab code achieving Hierarchical Kriging model (a kind of variable fidelity surrogate, which can be regard as an improved version of co…☆17Updated 5 years ago
- ☆41Updated 2 years ago
- Customized FERUM (Finite Element Reliability Using Matlab)☆10Updated 2 years ago
- OpenCossan is an open and free toolbox for uncertainty quantification and management.☆49Updated last year
- Matlab codes for Arbitrary Polynomial Chaos Expansion☆12Updated 4 years ago
- Tutorials and examples of advanced sampling methods for solving Bayesian Model Updating Problems☆28Updated 7 months ago
- A Matlab toolbox for solving the generalized density evolution equation (GDEE) in the probability density evolution method (PDEM) by fini…☆20Updated 11 months ago
- MATLAB Surrogate Model Toolbox☆22Updated 10 years ago
- 地震作用下剪切型结构线性/非线性时程分析☆21Updated 5 years ago
- Polynomial Chaos Expansion Toolbox for MATLAB☆30Updated 8 months ago
- Simulation-based stochastic black-box optimization under uncertainty using Stochastic Kriging and Monte Carlo simulation☆20Updated 3 years ago
- This GitHub package provides example MATLAB code for finite element model updating. The code offers selection of different updating formu…☆32Updated 2 years ago
- ☆26Updated this week
- Python and Matlab codes to compute the Sobol' indices☆18Updated 8 years ago
- 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…☆24Updated 5 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
- Finite Element Code for Elasto-plastic Analysis of Slope Stability☆13Updated 2 years ago
- The is the MATLAB code for calling ANSYS in MATLAB☆40Updated 2 years ago
- A modular code for teaching Surrogate Modeling-Based Optimization☆28Updated 4 years ago
- MATLAB solver for Elastohydrodynamic Lubrication (EHL) problems. The solver is based on a Finite Volume (FV) discretization of the Reynol…☆23Updated 9 months ago
- AMORe-CMS (Automatic Model Order Reduction using Component Mode Syntesis) is MATLAB software that automatically performs physics-based m…☆12Updated 8 months ago