MrFelixP / PoCET
Polynomial Chaos Expansion Toolbox for MATLAB
☆34Updated last year
Alternatives and similar repositories for PoCET:
Users that are interested in PoCET are comparing it to the libraries listed below
- In this repository, all the Matlab codes, used for developing my Master Thesis: "Polynomial Chaos Theory: Application to the stability of…☆14Updated 6 years ago
- Compressive dynamic mode decomposition with control for compressive system identification☆39Updated 7 years ago
- Randomized Greedy Polynomial Chaos Expansions☆12Updated 5 years ago
- Matlab codes for Arbitrary Polynomial Chaos Expansion☆12Updated 4 years ago
- Bayesian optimization and active learning with likelihood-weighted acquisition functions☆16Updated 9 months ago
- Koopman Mode Decomposition☆71Updated 7 years ago
- Surrogate Based Design Optimization Toolbox☆29Updated 6 years ago
- Codes related to our paper "Sparse Polynomial Chaos Expansions via D-optimal Designs and Compressed Sensing." https://www.sciencedirect.…☆20Updated 5 years ago
- Simple Bayesian optimization in MATLAB, with interface to interact with simulations in ANSYS.☆17Updated last year
- time-variant reliability analysis method☆14Updated 4 years ago
- multifidelity global sensitivity analysis☆16Updated 2 years ago
- Reduced Order Model Predictive Control☆22Updated 3 years ago
- MIVor: An innovative adaptive Kriging approach for efficient problem classification.☆18Updated 5 years ago
- Data-driven reduced order modeling for nonlinear dynamical systems☆64Updated 4 months ago
- OpenCossan is an open and free toolbox for uncertainty quantification and management.☆51Updated last year
- A set of methods and proprieties to perform reliability-based-design-optimization by Scenario theory. Scenario optimization makes direct…☆16Updated 2 years ago
- Tutorial on Gaussian Processes☆62Updated 5 years ago
- ☆19Updated 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
- Newer Matlab Implementation of Machine Learning Control☆14Updated last year
- A MATLAB implementation of the co-kriging process using the DACE toolbox☆36Updated 7 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
- Tools to construct surrogate models based on Hermitian polynomial bases. Includes full-factorial and sparse polynomial chaos expansions v…☆10Updated 6 years ago
- code for Probability-Adaptive Kriging in n-Ball (PAK-Bn) (Kim and Song, 2020)☆9Updated 3 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…☆42Updated 5 months ago
- The MATLAB code below implements the second-order SPSA (simultaneous perturbation stochastic approximation) and second-order SG (stochast…☆11Updated 4 years ago
- This repository contains all the work developed in the context of the Master Thesis dissertation entitled Model Predictive Control for Wa…☆23Updated 2 years ago
- Koopman Reduced-Order Nonlinear Identification and Control☆88Updated 4 years ago
- A modular code for teaching Surrogate Modeling-Based Optimization☆32Updated 4 years ago
- Bayesian System IDentification☆28Updated 7 years ago