Metadata-Version: 2.1
Name: UQit
Version: 1.0.2
Summary: A Python Package for Uncertainty Quantification (UQ) in Computational Fluid Dynamics (CFD)
Home-page: https://github.com/KTH-Nek5000/UQit
Author: Saleh Rezaeiravesh
Author-email: salehr@kth.se
License: UNKNOWN
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: Mozilla Public License 2.0 (MPL 2.0)
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown

![UQit](https://raw.githubusercontent.com/KTH-Nek5000/UQit/master/docs/source/_static/uqit_logo.png)

## A Python Package for Uncertainty Quantification (UQ) in Computational Fluid Dynamics (CFD)
SimEx/FLOW, Engineering Mechanics, KTH Royal Institute of Technology, Stockholm, Sweden <br/>
#

### Features:
* **Sampling**:
  - Various stochastic and spectral types of samples

* **Uncertainty propagation or UQ forward problem**: 
  - generalized Polynomial Chaos Expansion (gPCE)
  - Probabilistic PCE (PPCE)

* **Global sensitivity analysis (GSA)**:
  - Sobol sensitivity indices

* **Surrogates**:
  - Lagrange interpolation
  - gPCE
  - Gaussian process regression (GPR) 

## Release Notes
### Release v 1.0.2, 27.10.2020
Source code, documentation, tests and notebooks are provided for the above-listed features. 



