MrFelixP / PoCETLinks
Polynomial Chaos Expansion Toolbox for MATLAB
☆35Updated last year
Alternatives and similar repositories for PoCET
Users that are interested in PoCET are comparing it to the libraries listed below
Sorting:
- Compressive dynamic mode decomposition with control for compressive system identification☆40Updated 7 years ago
- Randomized Greedy Polynomial Chaos Expansions☆12Updated 6 years ago
- 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
- Koopman Mode Decomposition☆71Updated 7 years ago
- Codes related to our paper "Sparse Polynomial Chaos Expansions via D-optimal Designs and Compressed Sensing." https://www.sciencedirect.…☆21Updated 5 years ago
- Matlab codes for Arbitrary Polynomial Chaos Expansion☆12Updated 5 years ago
- Surrogate Based Design Optimization Toolbox☆31Updated 6 years ago
- Computation of invariant manifolds in high-dimensional mechanics problems☆25Updated last year
- Koopman Reduced-Order Nonlinear Identification and Control☆90Updated 5 years ago
- Bayesian optimization and active learning with likelihood-weighted acquisition functions☆16Updated 11 months 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
- Reduced Order Model Predictive Control☆24Updated 3 years ago
- Repository to tutorials on the implementation of the Transitional Ensemble Markov Chain Monte Carlo (TEMCMC) sampler for Bayesian Model U…☆19Updated 2 years ago
- time-variant reliability analysis method☆14Updated 5 years ago
- Nonlinear System Identification (aka Learning Dynamical Systems) with guaranteed stability/contraction☆14Updated 5 years ago
- ☆43Updated 3 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
- Tutorial on Gaussian Processes☆62Updated 5 years ago
- Newer Matlab Implementation of Machine Learning Control☆15Updated last year
- OpenCossan is an open and free toolbox for uncertainty quantification and management.☆53Updated 2 years ago
- Matlab implementation of online and window dynamic mode decomposition algorithms☆13Updated 4 years ago
- AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)☆43Updated 2 years ago
- multifidelity global sensitivity analysis☆16Updated 2 years ago
- The MATLAB code below implements the second-order SPSA (simultaneous perturbation stochastic approximation) and second-order SG (stochast…☆12Updated 4 years ago
- Non-Linear Dynamic Systems☆27Updated 3 years ago
- Simple Bayesian optimization in MATLAB, with interface to interact with simulations in ANSYS.☆17Updated last year
- Code for ResDMD: data-driven spectral properties of Koopman Operators☆38Updated last year
- Data-driven reduced order modeling for nonlinear dynamical systems☆79Updated last month
- Source codes for Probability-Adaptive Kriging in n-Ball (PAK-Bn) (Kim & Song, 2020)☆10Updated 2 months ago
- Representative point selection by the GF-discrepancy minimization technique for the probability density evolution method (PDEM).☆13Updated 6 months ago