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
Description: ![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. 
        
        
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
