baptistar / greedyPCLinks
Randomized Greedy Polynomial Chaos Expansions
☆11Updated 6 years ago
Alternatives and similar repositories for greedyPC
Users that are interested in greedyPC are comparing it to the libraries listed below
Sorting:
- Codes related to our paper "Sparse Polynomial Chaos Expansions via D-optimal Designs and Compressed Sensing." https://www.sciencedirect.…☆20Updated 6 years ago
- Polynomial Chaos Expansion Toolbox for MATLAB☆35Updated 4 months ago
- multifidelity global sensitivity analysis☆18Updated 3 years ago
- Compressive dynamic mode decomposition with control for compressive system identification☆41Updated 7 years ago
- In this repository, all the Matlab codes, used for developing my Master Thesis: "Polynomial Chaos Theory: Application to the stability of…☆15Updated 6 years ago
- Tutorial on Gaussian Processes☆63Updated 5 years ago
- Matlab codes for Arbitrary Polynomial Chaos Expansion☆13Updated 5 years ago
- The MATLAB code below implements the second-order SPSA (simultaneous perturbation stochastic approximation) and second-order SG (stochast…☆12Updated 5 years ago
- MATLAB codes for multilevel optimal transport☆26Updated 6 years ago
- Surrogate Based Design Optimization Toolbox☆33Updated 7 years ago
- Koopman Mode Decomposition☆74Updated 8 years ago
- OpenCossan is an open and free toolbox for uncertainty quantification and management.☆55Updated 2 years ago
- MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20☆224Updated 2 years ago
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆69Updated 5 years ago
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆30Updated 3 years ago
- Code for ResDMD: data-driven spectral properties of Koopman Operators☆40Updated last year
- Computing the discrete spectrum of the Koopman operator using Dynamic Mode Decomposition☆10Updated 5 years ago
- Multi Fidelity Monte Carlo☆24Updated 5 years ago
- ☆34Updated 3 years ago
- MIVor: An innovative adaptive Kriging approach for efficient problem classification.☆18Updated 5 years ago
- Bayesian Physics-Informed Neural Networks for Robust System Identification of Power Systems☆13Updated 2 years ago
- repository for the Sparse Grids Matlab Kit source code. Full info on https://sites.google.com/view/sparse-grids-kit☆17Updated last year
- AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)☆44Updated 3 years ago
- Nonlinear optimization for MATLAB.☆28Updated 5 years ago
- Repository to tutorials on the implementation of the Transitional Ensemble Markov Chain Monte Carlo (TEMCMC) sampler for Bayesian Model U…☆20Updated 3 years ago
- Newer Matlab Implementation of Machine Learning Control☆15Updated last month
- A matlab implementation of forward automatic differentiation with operator overloading and sparse jacobians☆43Updated 8 months ago
- A library of tools for computing variants of Dynamic Mode Decomposition☆49Updated 8 years ago
- Source code of: "Manifold learning-based polynomial chaos expansions for high-dimensional surrogate models".☆38Updated 3 years ago
- sssMOR - Sparse State-Space and Model Order Reduction Toolbox☆42Updated last year