juri117 / surrogate-models
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 though, sry. :/
☆27Updated 5 years ago
Alternatives and similar repositories for surrogate-models:
Users that are interested in surrogate-models are comparing it to the libraries listed below
- Simple Bayesian optimization in MATLAB, with interface to interact with simulations in ANSYS.☆17Updated last year
- Kriging for Analysis, Design optimization, And expLoration (KADAL)☆18Updated 3 years ago
- Surrogate Based Design Optimization Toolbox☆29Updated 6 years ago
- A MATLAB implementation of the co-kriging process using the DACE toolbox☆37Updated 7 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
- This Matlab files are used to demonstrate on how to perform Reliability-based Design Optimization (RBDO) using FERUM. Two approaches are …☆13Updated last year
- A modular code for teaching Surrogate Modeling-Based Optimization☆32Updated 4 years ago
- an active-learning method for reliability analysis based on multi-fidelity kriging model☆30Updated last year
- A Matlab toolbox for stochastic response analysis by DR-PDEE/GE-GDEE☆24Updated last year
- 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
- ☆14Updated 3 years ago
- Python tool for creating Kriging surrogate models☆17Updated 6 years ago
- In his project, we proposed a new acquisition function for kriging-based reliability analysis, namely expected uncertainty reduction (EUR…☆11Updated 2 years ago
- The is the MATLAB code for calling ANSYS in MATLAB☆44Updated 3 years ago
- Materials for my Structural and Multidisciplinary Design Optimization course☆42Updated last month
- Simulation-based stochastic black-box optimization under uncertainty using Stochastic Kriging and Monte Carlo simulation☆20Updated 4 years ago
- MIVor: An innovative adaptive Kriging approach for efficient problem classification.☆18Updated 5 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
- OpenCossan is an open and free toolbox for uncertainty quantification and management.☆51Updated last year
- Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network☆64Updated last year
- Multifidelity Kriging, Efficient Global Optimization☆17Updated 6 years ago
- Software for Analysis and Design of Composite Rotors☆24Updated 7 years ago
- Deep Learning for Reduced Order Modelling☆93Updated 3 years ago
- Gradient-enhanced Kriging surrogate model☆18Updated 11 months ago
- Source code for POD-DL-ROM: enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decom…☆29Updated last year
- time-variant reliability analysis method☆14Updated 4 years ago
- A Matlab toolbox for solving the generalized density evolution equation (GDEE) in the probability density evolution method (PDEM) by fini…☆27Updated 3 months ago
- Representative point selection by the GF-discrepancy minimization technique for the probability density evolution method (PDEM).☆12Updated 3 months ago
- Multifidelity aeroelastic optimization with application to a BWB☆11Updated 3 years ago