FuhgJan / StateOfTheArtAdaptiveSampling
☆41Updated 2 years ago
Related projects: ⓘ
- Multi-fidelity classification with Gaussian process☆15Updated last year
- an active-learning method for reliability analysis based on multi-fidelity kriging model☆22Updated 10 months ago
- OpenCossan is an open and free toolbox for uncertainty quantification and management.☆49Updated last year
- ☆32Updated last year
- Multi-fidelity modeling using Gaussian processes and nonlinear auto-regressive schemes.☆56Updated 7 years ago
- Multifidelity Kriging, Efficient Global Optimization☆15Updated 5 years ago
- A Matlab toolbox for stochastic response analysis by DR-PDEE/GE-GDEE☆21Updated 11 months ago
- time-variant reliability analysis method☆12Updated 4 years ago
- Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network☆49Updated last year
- MIVor: An innovative adaptive Kriging approach for efficient problem classification.☆16Updated 4 years ago
- Tools to construct surrogate models based on Hermitian polynomial bases. Includes full-factorial and sparse polynomial chaos expansions v…☆10Updated 5 years ago
- This Matlab files are used to demonstrate on how to perform Reliability-based Design Optimization (RBDO) using FERUM. Two approaches are …☆12Updated last year
- Customized FERUM (Finite Element Reliability Using Matlab)☆10Updated 2 years ago
- Multi-fidelity probability machine learning☆10Updated 2 months ago
- A MATLAB implementation of the co-kriging process using the DACE toolbox☆33Updated 7 years 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
- The STK is a (not so) Small Toolbox for Kriging. Its primary focus is on the interpolation/regression technique known as kriging, which i…☆39Updated last month
- A modular code for teaching Surrogate Modeling-Based Optimization☆28Updated 4 years ago
- Source code for POD-DL-ROM: enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decom…☆26Updated last year
- Materials for my Structural and Multidisciplinary Design Optimization course☆37Updated 5 months ago
- ☆27Updated last year
- The code is used to solve structural reliability analysis problem via the BSC_RLCB method☆10Updated 2 years ago
- A Bayesian uncertainty quantification toolbox for discrete and continuum models of granular materials. Note that this repository contains…☆12Updated 11 months ago
- Multifidelity aeroelastic optimization with application to a BWB☆10Updated 3 years ago
- This is a compact code for reliability analysis under uncertainty using a Polynomial Regression Machine Learning approach. The code imple…☆12Updated 5 years ago
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆66Updated 4 years ago
- Simple Bayesian optimization in MATLAB, with interface to interact with simulations in ANSYS.☆17Updated last year
- Deep Learning for Reduced Order Modelling☆81Updated 2 years ago
- The VECMA toolkit for creating surrogate models of multiscale systems.☆15Updated 2 months ago
- Sparse Identification of Nonlinear Dynamics for Boundary Value Problems☆12Updated 3 years ago