giaccone / pceLinks
Polynomial Chaos Expansion
☆11Updated 2 years ago
Alternatives and similar repositories for pce
Users that are interested in pce are comparing it to the libraries listed below
Sorting:
- ☆34Updated 2 years ago
- an active-learning method for reliability analysis based on multi-fidelity kriging model☆40Updated last year
- Source codes for Probability-Adaptive Kriging in n-Ball (PAK-Bn) (Kim & Song, 2020)☆10Updated 6 months ago
- Sonkyo blade benchmark☆18Updated 4 years ago
- Pytorch implementation of Bayesian physics-informed neural networks☆63Updated 4 years ago
- Kriging for Analysis, Design optimization, And expLoration (KADAL)☆19Updated 3 years 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
- B-PINN - Jax - HMC tutorial☆19Updated 2 years ago
- Tutorials and examples of advanced sampling methods for solving Bayesian Model Updating Problems☆39Updated last year
- ☆63Updated 6 years ago
- ☆193Updated 6 months ago
- ☆64Updated 2 years ago
- Source code of: "Manifold learning-based polynomial chaos expansions for high-dimensional surrogate models".☆37Updated 3 years ago
- A Sensitivity and uncertainty analysis toolbox for Python based on the generalized polynomial chaos method☆81Updated 3 weeks ago
- Multi-fidelity probability machine learning☆19Updated 8 months ago
- Tutorial on Gaussian Processes☆62Updated 5 years ago
- Physics-Constrained Bayesian Neural Network for Fluid Flow Reconstruction with Sparse and Noisy Data☆49Updated 5 years ago
- Gradient-enhanced Kriging surrogate model☆20Updated 6 months ago
- ☆39Updated 2 years ago
- Multi-fidelity regression with neural networks☆15Updated 10 months ago
- A Matlab toolbox for stochastic response analysis by DR-PDEE/GE-GDEE☆26Updated 2 years ago
- A MATLAB implementation of the co-kriging process using the DACE toolbox☆39Updated 8 years ago
- Multi-fidelity Gaussian Process☆27Updated 4 years ago
- Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data☆150Updated 5 years ago
- ☆42Updated 2 years ago
- Tools to construct surrogate models based on Hermitian polynomial bases. Includes full-factorial and sparse polynomial chaos expansions v…☆10Updated 6 years ago
- Customized FERUM (Finite Element Reliability Using Matlab)☆13Updated 3 years ago
- Matlab codes for Arbitrary Polynomial Chaos Expansion☆12Updated 5 years ago
- The code is used to solve structural reliability analysis problem via the BSC_RLCB method☆14Updated 3 years ago
- Surrogate Modeling for Fluid Flows Based on Physics-Constrained Label-Free Deep Learning☆91Updated 2 years ago