Amin-Eshghi / A-polynomial-regression-machine-learning-approach-for-reliability-based-optimizationView external linksLinks
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
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 5 years ago
- Reliability-Based Design Optimization using OpenTURNS library☆13Sep 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
- Customized FERUM (Finite Element Reliability Using Matlab)☆13Apr 15, 2022Updated 3 years ago
- Source codes for Probability-Adaptive Kriging in n-Ball (PAK-Bn) (Kim & Song, 2020)☆11Apr 6, 2025Updated 10 months ago
- The code is used to solve structural reliability analysis problem via the BSC_RLCB method☆15Nov 19, 2021Updated 4 years ago
- A set of methods and proprieties to perform reliability-based-design-optimization by Scenario theory. Scenario optimization makes direct…☆17Oct 5, 2022Updated 3 years ago
- The effect of copulas on time-variant reliability involving time-continuous stochastic processes☆11Mar 8, 2017Updated 8 years ago
- Matlab Copula Toolbox☆44May 19, 2019Updated 6 years ago
- A simple Matlab-based plotter for models developed in OpenSees☆13Nov 19, 2019Updated 6 years ago
- In his project, we proposed a new acquisition function for kriging-based reliability analysis, namely expected uncertainty reduction (EUR…☆13Apr 4, 2022Updated 3 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
- ☆23Aug 19, 2025Updated 5 months 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
- Batched High-dimensional Bayesian Optimization via Structural Kernel Learning☆15Dec 30, 2018Updated 7 years ago
- MIVor: An innovative adaptive Kriging approach for efficient problem classification.☆19Mar 11, 2020Updated 5 years ago
- Multi-fidelity probability machine learning☆22Nov 3, 2025Updated 3 months ago
- Simple Bayesian optimization in MATLAB, with interface to interact with simulations in ANSYS.☆19Jun 25, 2023Updated 2 years ago
- A MATLAB implementation of the co-kriging process using the DACE toolbox☆42Apr 28, 2017Updated 8 years ago
- Max-value Entropy Search for Efficient Bayesian Optimization☆80Feb 22, 2022Updated 3 years ago
- A powerful Laravel storage driver that enables seamless synchronization of files across multiple disks, with an integrated cache disk for…☆15Nov 11, 2025Updated 3 months ago
- matlab code achieving Hierarchical Kriging model (a kind of variable fidelity surrogate, which can be regard as an improved version of co…☆27Jun 22, 2019Updated 6 years ago
- 地震作用下剪切型结构线性/非线性时程分析☆26Jun 2, 2019Updated 6 years ago
- Representative point selection by the GF-discrepancy minimization technique for the probability density evolution method (PDEM).☆14Nov 24, 2024Updated last year
- For the paper 'A novel isogeometric coupling approach for assembled thin-walled structures', here is the core code and implementation tha…☆14Aug 9, 2024Updated last year
- 🐆A lightweight, high-performance string manipulation library optimized for speed-sensitive applications.☆14Jan 6, 2026Updated last month
- High performance async Mssql library for Python.☆16Updated this week
- an active-learning method for reliability analysis based on multi-fidelity kriging model☆44Nov 6, 2023Updated 2 years ago
- Polynomial Chaos Expansion Toolbox for MATLAB☆35Jul 31, 2025Updated 6 months ago
- PDLSM-FEM solver is a parallel implementation of (adaptively) coupled peridynamics least squares minimization and finite element method (…☆37Feb 23, 2025Updated 11 months ago
- The SEAL-CPU backend is a Reference backend engine for HEBench which is a shared library that implements the required functions specified…☆11Mar 3, 2023Updated 2 years ago
- Necessary codes for GP☆11Apr 25, 2020Updated 5 years ago
- A SystemVerilog-based simulation and design of a Last Level Cache (LLC) implementing the MESI protocol, featuring Pseudo-LRU replacement,…☆15Nov 24, 2025Updated 2 months ago
- A fast Kriging-assisted evolutionary algorithm based on incremental learning☆35Nov 25, 2024Updated last year
- Open-source MATLAB-based computational platform for modeling and analyzing steel frame buildings in OpenSEES.☆44Updated this week
- ☆43May 10, 2023Updated 2 years ago
- Jupyter Notebooks Tutorials on Gaussian Processes☆13Feb 5, 2026Updated last week
- An experimental python library to compile and analyze the cost of any desired composite simulation in real or imaginary time, and with or…☆10Feb 9, 2024Updated 2 years ago