A Python Package for Uncertainty Quantification (UQ) in Computational Fluid Dynamics (CFD)
SimEx/FLOW, Engineering Mechanics, KTH Royal Institute of Technology, Stockholm, Sweden
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.
1 maintainer
Release files for UQit 1.0.2
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| UQit-1.0.2.tar.gz | 33.9 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| UQit-1.0.2-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 77.6 kB
Release files / UQit-1.0.2.tar.gz
| Download URL | UQit-1.0.2.tar.gz |
|---|---|
| Size | 33.9 kB |
| Tags | Source |
|
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Release files / UQit-1.0.2-py3-none-any.whl
| Download URL | UQit-1.0.2-py3-none-any.whl |
|---|---|
| Size | 43.7 kB |
| Tags | Python 3 |
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twine/3.2.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.36.1 CPython/3.7.4
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