CU-UQ / DOPT_PCELinks
Codes related to our paper "Sparse Polynomial Chaos Expansions via D-optimal Designs and Compressed Sensing." https://www.sciencedirect.com/science/article/pii/S0045782518301452?via%3Dihub
☆21Updated 5 years ago
Alternatives and similar repositories for DOPT_PCE
Users that are interested in DOPT_PCE are comparing it to the libraries listed below
Sorting:
- Matlab codes for Arbitrary Polynomial Chaos Expansion☆12Updated 5 years ago
- Randomized Greedy Polynomial Chaos Expansions☆12Updated 6 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
- Polynomial Chaos Expansion Toolbox for MATLAB☆35Updated last year
- This is a compact code for reliability analysis under uncertainty using a Polynomial Regression Machine Learning approach. The code imple…☆13Updated 5 years ago
- time-variant reliability analysis method☆14Updated 5 years ago
- an active-learning method for reliability analysis based on multi-fidelity kriging model☆33Updated last year
- The MATLAB code below implements the second-order SPSA (simultaneous perturbation stochastic approximation) and second-order SG (stochast…☆12Updated 4 years ago
- Nonlinear optimization for MATLAB.☆28Updated 4 years ago
- # Introduction of DNN-AR-MOEA This repository contains code necessary to reproduce the experiments presented in Evolutionary Optimization…☆26Updated 4 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
- Optimization Problems Toolbox☆13Updated 5 months ago
- This Matlab package solves the sparsity-constrained optimization problems including compressive sensing, logistic regression, linear com…☆10Updated 5 months ago
- Tools to construct surrogate models based on Hermitian polynomial bases. Includes full-factorial and sparse polynomial chaos expansions v…☆10Updated 6 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 7 months ago
- Source codes for Probability-Adaptive Kriging in n-Ball (PAK-Bn) (Kim & Song, 2020)☆10Updated 2 months ago
- matlab code achieving Hierarchical Kriging model (a kind of variable fidelity surrogate, which can be regard as an improved version of co…☆21Updated 5 years ago
- MIVor: An innovative adaptive Kriging approach for efficient problem classification.☆18Updated 5 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
- Representative point selection by the GF-discrepancy minimization technique for the probability density evolution method (PDEM).☆13Updated 6 months ago
- In his project, we proposed a new acquisition function for kriging-based reliability analysis, namely expected uncertainty reduction (EUR…☆11Updated 3 years ago
- A fast Kriging-assisted evolutionary algorithm based on incremental learning☆32Updated 6 months ago
- Whale Optimization Algorithm used to train Neural Network☆19Updated 8 years ago
- This Matlab files are used to demonstrate on how to perform Reliability-based Design Optimization (RBDO) using FERUM. Two approaches are …☆13Updated last year
- Decomposition Based Multi-Objective Particle Swarm Optimization☆26Updated 8 years ago
- Surrogate Based Design Optimization Toolbox☆31Updated 6 years ago
- The digital twin paradigm that integrates the information obtained from sensor data, physics models, as well as operational and inspectio…☆18Updated 3 years ago
- Customized FERUM (Finite Element Reliability Using Matlab)☆13Updated 3 years ago
- Simple Bayesian optimization in MATLAB, with interface to interact with simulations in ANSYS.☆17Updated 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