Representative point selection by the GF-discrepancy minimization technique for the probability density evolution method (PDEM).
☆14Nov 24, 2024Updated last year
Alternatives and similar repositories for GF-discrepancy-based-point-selection
Users that are interested in GF-discrepancy-based-point-selection are comparing it to the libraries listed below
Sorting:
- 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
- A Matlab toolbox for stochastic response analysis by DR-PDEE/GE-GDEE☆30Dec 19, 2025Updated 3 months 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
- A Julia module for stochastic response analysis by DR-PDEE/GE-GDEE☆13Dec 19, 2025Updated 3 months ago
- Matlab codes for Arbitrary Polynomial Chaos Expansion☆14May 18, 2020Updated 5 years ago
- In this repository, all the Matlab codes, used for developing my Master Thesis: "Polynomial Chaos Theory: Application to the stability of…☆15Feb 14, 2019Updated 7 years ago
- MIVor: An innovative adaptive Kriging approach for efficient problem classification.☆19Mar 11, 2020Updated 6 years ago
- Some Monte Carlo algorithms for the estimation of small probabilities associated with rare events☆11Aug 16, 2023Updated 2 years ago
- Active learning toolbox for MATLAB☆46Oct 25, 2017Updated 8 years ago
- [ICLR 2022] "Bayesian Modeling and Uncertainty Quantification for Learning to Optimize: What, Why, and How" by Yuning You, Yue Cao, Tianl…☆14Aug 19, 2022Updated 3 years ago
- This repository hosts a PyTorch implementation for the paper 'Solving Fokker-Planck equation using deep learning '☆12Nov 27, 2020Updated 5 years ago
- Implementation of Stochastic Gradient Descent algorithms in Python (cite https://doi.org/10.1007/s00158-020-02599-z)☆11May 19, 2021Updated 4 years ago
- 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
- Basic Finite Volume Method codes of example problems☆10Jan 2, 2023Updated 3 years ago
- ☆14Mar 30, 2025Updated 11 months ago
- Tools to construct surrogate models based on Hermitian polynomial bases. Includes full-factorial and sparse polynomial chaos expansions v…☆10Nov 8, 2018Updated 7 years ago
- TSRoots: A Python package for efficient Gaussian process Thompson sampling in Bayesian optimization via rootfinding.☆10Mar 11, 2025Updated last year
- Library for stochastic process simulation☆14May 22, 2023Updated 2 years ago
- LLM4DistReconfig: A Fine-tuned Large Language Model for Power Distribution Network Reconfiguration☆20Mar 18, 2025Updated last year
- A framework for solving reliability analysis (aka design uncertainty quantification) and reliability-based robust design optimization (ak…☆13Feb 13, 2024Updated 2 years ago
- A Multi-objective Multi-fidelity acquisition function for Bayesian optimization based on EHVI method.☆14May 18, 2022Updated 3 years ago
- Randomized Greedy Polynomial Chaos Expansions☆11May 11, 2019Updated 6 years ago
- Decrypt PDF by qpdf☆11Aug 27, 2023Updated 2 years ago
- Subset simulation is a method of estimating low probability events. Here I adapt SS to perform well with correlated inputs.☆11Jan 9, 2019Updated 7 years ago
- Source codes for Probability-Adaptive Kriging in n-Ball (PAK-Bn) (Kim & Song, 2020)☆11Apr 6, 2025Updated 11 months ago
- Gradient-enhanced Kriging surrogate model☆25Dec 5, 2025Updated 3 months ago
- Bayesian Active Learning with Fully Bayesian Gaussian Processes☆14Sep 29, 2022Updated 3 years ago
- Note of Youtube lecture, "2017 Numerical methods of PDE", given by Qiqi Wang☆14Jun 18, 2018Updated 7 years ago
- ☆12Aug 29, 2022Updated 3 years ago
- Bayesian Statistics Guide☆17Jan 9, 2022Updated 4 years ago
- Compiling Custom solvers☆15Jul 6, 2019Updated 6 years ago
- Code for the 2012 IEEE Transactions on Power Delivery paper on "Statistical Machine Learning and Dissolved Gas Analysis: A Review"☆14Apr 7, 2021Updated 4 years ago
- MATVines: A Vine Copula Package for MATLAB. To cite this software publication: https://www.sciencedirect.com/science/article/pii/S2352711…☆18Apr 27, 2021Updated 4 years ago
- The optimization field suffers from the metaphor-based “pseudo-novel” or “fancy” optimizers. Most of these cliché methods mimic animals' …☆12Oct 13, 2024Updated last year
- Generalized golden sequences, a form of low discrepancy sequence or quasi random numbers☆18Jun 14, 2022Updated 3 years ago
- Reliability-based Design Optimization☆12Apr 9, 2024Updated last year
- ☆24Aug 19, 2025Updated 7 months ago
- 因果学习、不确定性估计相关资源(论文、代码、数据、博客等)☆15Feb 23, 2024Updated 2 years ago