juri117 / surrogate-modelsLinks
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. :/
☆29Updated 6 years ago
Alternatives and similar repositories for surrogate-models
Users that are interested in surrogate-models are comparing it to the libraries listed below
Sorting:
- Surrogate Based Design Optimization Toolbox☆33Updated 7 years ago
- Simple Bayesian optimization in MATLAB, with interface to interact with simulations in ANSYS.☆19Updated 2 years ago
- A MATLAB implementation of the co-kriging process using the DACE toolbox☆39Updated 8 years ago
- Deep Learning for Reduced Order Modelling☆100Updated 4 years ago
- A Matlab toolbox for stochastic response analysis by DR-PDEE/GE-GDEE☆27Updated 2 years ago
- Wind energy library, python and matlab tools for wind turbines analyses☆101Updated last month
- Source codes for Probability-Adaptive Kriging in n-Ball (PAK-Bn) (Kim & Song, 2020)☆11Updated 7 months ago
- ☆23Updated 2 months ago
- Kriging for Analysis, Design optimization, And expLoration (KADAL)☆19Updated 3 years ago
- This Matlab files are used to demonstrate on how to perform Reliability-based Design Optimization (RBDO) using FERUM. Two approaches are …☆14Updated 2 years ago
- The STK is a (not so) Small Toolbox for Kriging. Its primary focus is on the interpolation/regression technique known as kriging, which i…☆41Updated last year
- A modular code for teaching Surrogate Modeling-Based Optimization☆33Updated 5 years ago
- A Matlab toolbox for solving the generalized density evolution equation (GDEE) in the probability density evolution method (PDEM) by fini…☆28Updated 11 months ago
- This GitHub package provides example MATLAB code for finite element model updating. The code offers selection of different updating formu…☆43Updated 5 months ago
- Experiment code associated with our paper: "Aerodynamic Design Optimization and Shape Exploration using Generative Adversarial Networks"☆76Updated 7 months ago
- ☆21Updated 2 years ago
- time-variant reliability analysis method☆17Updated 5 years ago
- Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network☆69Updated 2 years ago
- Wind turbine model including blades, nacelle, pitch and yaw actuation, generator and control system.☆81Updated 3 weeks ago
- BladeX - Python Blade Morphing☆78Updated 6 months ago
- an active-learning method for reliability analysis based on multi-fidelity kriging model☆41Updated 2 years ago
- CALFEM - a finite element toolbox for MATLAB☆98Updated 2 years ago
- fatpack provides functions and classes for fatigue analysis of data series.☆135Updated 9 months ago
- Python Structural Reliability Analysis☆164Updated 4 months ago
- matlab code achieving Hierarchical Kriging model (a kind of variable fidelity surrogate, which can be regard as an improved version of co…☆23Updated 6 years ago
- MIVor: An innovative adaptive Kriging approach for efficient problem classification.☆18Updated 5 years ago
- Materials for my Structural and Multidisciplinary Design Optimization course☆46Updated 9 months ago
- Representative point selection by the GF-discrepancy minimization technique for the probability density evolution method (PDEM).☆13Updated 11 months ago
- ☆17Updated 4 years ago
- A Python class for Reliability analysis including Monte Carlo and FORM methods☆14Updated 6 months ago