cossan-working-group / BayesianModelUpdatingLinks
Tutorials and examples of advanced sampling methods for solving Bayesian Model Updating Problems
☆40Updated last year
Alternatives and similar repositories for BayesianModelUpdating
Users that are interested in BayesianModelUpdating are comparing it to the libraries listed below
Sorting:
- Tutorials and examples of advanced sampling methods for solving Bayesian Model Updating Problems☆18Updated last year
- Repository to tutorials on the implementation of the Transitional Ensemble Markov Chain Monte Carlo (TEMCMC) sampler for Bayesian Model U…☆20Updated 3 years ago
- A MATLAB implementation of the co-kriging process using the DACE toolbox☆39Updated 8 years ago
- A Matlab toolbox for stochastic response analysis by DR-PDEE/GE-GDEE☆27Updated 2 years ago
- This GitHub package provides example MATLAB code for finite element model updating. The code offers selection of different updating formu…☆42Updated 5 months ago
- This Matlab files are used to demonstrate on how to perform Reliability-based Design Optimization (RBDO) using FERUM. Two approaches are …☆14Updated 2 years ago
- Machine learning of linear differential equations using Gaussian processes☆25Updated 7 years ago
- Tutorial on Gaussian Processes☆63Updated 5 years ago
- A Matlab toolbox for solving the generalized density evolution equation (GDEE) in the probability density evolution method (PDEM) by fini…☆28Updated 11 months ago
- ☆40Updated 2 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 last year
- ☆42Updated 2 years ago
- Pytorch implementation of Bayesian physics-informed neural networks☆64Updated 4 years ago
- Matlab codes for Arbitrary Polynomial Chaos Expansion☆13Updated 5 years ago
- Source codes for Probability-Adaptive Kriging in n-Ball (PAK-Bn) (Kim & Song, 2020)☆11Updated 7 months ago
- ☆22Updated 2 months ago
- ☆63Updated 6 years ago
- Sonkyo blade benchmark☆18Updated 4 years ago
- Matlab code to generate stationary Gaussian random field☆29Updated 6 years ago
- time-variant reliability analysis method☆17Updated 5 years ago
- 地震作用下剪切型结构线性/非线性时程分析☆25Updated 6 years ago
- MCMC toolbox for Matlab☆94Updated 4 years ago
- Physics-guided Convolutional Neural Network☆68Updated 5 years ago
- Identification of Bouc–Wen type models using the transitional Markov chain Monte Carlo method☆14Updated 8 months ago
- multi-fidelity neural network☆20Updated 2 years ago
- Matlab Copula Toolbox☆43Updated 6 years ago
- Examplary code for NN, MFNN, DynNet, PINNs and CNN☆51Updated 4 years ago
- Gradient-enhanced Kriging surrogate model☆21Updated 7 months ago
- when using, please cite "Bayesian Physics-Informed Neural Networks for real-world nonlinear dynamical systems", CMAME, https://doi.org/1…☆78Updated 3 years ago
- Bayesian optimization and active learning with likelihood-weighted acquisition functions☆15Updated last year