Amin-Eshghi / A-polynomial-regression-machine-learning-approach-for-reliability-based-optimizationView on GitHub
This is a compact code for reliability analysis under uncertainty using a Polynomial Regression Machine Learning approach. The code implements a stochastic response surface method (SRSM) which quantifies the uncertainty in a performance function for the purpose of reliability-based design optimization (RBDO).
☆15Sep 12, 2019Updated 6 years ago
Alternatives and similar repositories for A-polynomial-regression-machine-learning-approach-for-reliability-based-optimization
Users that are interested in A-polynomial-regression-machine-learning-approach-for-reliability-based-optimization are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This Matlab files are used to demonstrate on how to perform Reliability-based Design Optimization (RBDO) using FERUM. Two approaches are …☆16Aug 21, 2023Updated 2 years ago
- time-variant reliability analysis method☆18Apr 9, 2020Updated 6 years ago
- Reliability-Based Design Optimization using OpenTURNS library☆14Sep 9, 2021Updated 4 years ago
- My version of AK-MCS in Matlab, DACE toolbox is also provided but it is not mine.☆10Oct 26, 2022Updated 3 years ago
- The code is used to solve structural reliability analysis problem via the BSC_RLCB method☆15Nov 19, 2021Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆20May 26, 2021Updated 5 years ago
- Customized FERUM (Finite Element Reliability Using Matlab)☆13Apr 15, 2022Updated 4 years ago
- Source codes for Probability-Adaptive Kriging in n-Ball (PAK-Bn) (Kim & Song, 2020)☆11Apr 6, 2025Updated last year
- The effect of copulas on time-variant reliability involving time-continuous stochastic processes☆11Mar 8, 2017Updated 9 years ago
- This code realizes the construction of cokriging model, which is used for the structural size design of solder joints. The input is the r…☆11Aug 11, 2023Updated 3 years ago
- repository for the Sparse Grids Matlab Kit source code. Full info on https://sites.google.com/view/sparse-grids-kit☆20May 7, 2024Updated 2 years ago
- In his project, we proposed a new acquisition function for kriging-based reliability analysis, namely expected uncertainty reduction (EUR…☆13Apr 4, 2022Updated 4 years ago
- A simple Matlab-based plotter for models developed in OpenSees☆14Nov 19, 2019Updated 6 years ago
- Matlab Copula Toolbox☆44May 19, 2019Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Simple Bayesian optimization in MATLAB, with interface to interact with simulations in ANSYS.☆19Jun 25, 2023Updated 3 years ago
- Batched High-dimensional Bayesian Optimization via Structural Kernel Learning☆15Dec 30, 2018Updated 7 years ago
- A general FEM toolbox to analyze planar (2D) and 3D structures, including trusses, beams, frames, plane stress/strain, and 3D solid struc…☆13Dec 12, 2022Updated 3 years ago
- A MATLAB implementation of the co-kriging process using the DACE toolbox☆43Apr 28, 2017Updated 9 years ago
- Multi-fidelity probability machine learning☆21Apr 25, 2026Updated 3 months ago
- MIVor: An innovative adaptive Kriging approach for efficient problem classification.☆19Mar 11, 2020Updated 6 years ago
- A Matlab toolbox for solving the generalized density evolution equation (GDEE) in the probability density evolution method (PDEM) by fini …☆30Nov 24, 2024Updated last year
- Legacy tidal turbine hydrodynamic model cited in published research. This version is no longer maintained; please use transTide for the u…☆10Mar 13, 2026Updated 5 months ago
- an active-learning method for reliability analysis based on multi-fidelity kriging model☆43Nov 6, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- matlab code achieving Hierarchical Kriging model (a kind of variable fidelity surrogate, which can be regard as an improved version of co…☆29Jun 22, 2019Updated 7 years ago
- ☆28Aug 19, 2025Updated 11 months ago
- Necessary codes for GP☆11Apr 25, 2020Updated 6 years ago
- code of the paper "Reliability modeling and statistical analysis of accelerated degradation process with memory effects and unit-to-unit …☆13Jan 28, 2026Updated 6 months ago
- 地震作用下剪切型结构线性/非线性时程分析☆26Jun 2, 2019Updated 7 years ago
- scripts that produce multiple PM4Sand2D drivers for different loading paths, batch files for running them in FLAC2D, and post-processing …☆12Jun 13, 2025Updated last year
- A fast Kriging-assisted evolutionary algorithm based on incremental learning☆39Nov 25, 2024Updated last year
- Polynomial Chaos Expansion Toolbox for MATLAB☆34Jul 31, 2025Updated last year
- RGP文件生成器☆11Nov 21, 2018Updated 7 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Matlab code to generate stationary Gaussian random field☆30Apr 3, 2019Updated 7 years ago
- Sampling via Moment Sharing☆11Jul 29, 2015Updated 11 years ago
- The code is for two phase demonstration as example 1 shown in the paper - Gao, Yi, and Yongming Liu. "Reliability-based topology optimiza…☆12Dec 27, 2021Updated 4 years ago
- Development of an fMRI reliability toolbox: fmreli☆13Sep 20, 2023Updated 2 years ago
- PDLSM-FEM solver is a parallel implementation of (adaptively) coupled peridynamics least squares minimization and finite element method (…☆42Feb 23, 2025Updated last year
- Fast, matrix-free isogeometric Galerkin method for Karhunen-Loeve approximation of random fields.☆11Mar 22, 2021Updated 5 years ago
- ☆41Sep 11, 2023Updated 2 years ago