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17 changes: 17 additions & 0 deletions CHANGELOG.md
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Expand Up @@ -7,10 +7,26 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0

## [Unreleased]

## [0.4.1] - 2023-10-27

### Added

- The two-dimensional polynomial function of high-degree for metamodeling
exercises from Alemazkoor and Meidani (2008).
- New tutorials (how the package may be used in a sensitivity analysis or
reliability analysis exercises) have been added to the documentation
following the review process in the submission of the package
to the Journal of Open Source Software (JOSS).

### Changed

- The documentation landing page now includes explicit statement regarding
the purpose of the package.

### Fixed

- Several typos in the documentation have been fixed with an additional
minor improvements overall.

## [0.4.0] - 2023-07-07

Expand Down Expand Up @@ -169,6 +185,7 @@ First public release of UQTestFuns.
- Mirror GitHub action to the [CASUS organization](https://github.com/casus)

[Unreleased]: https://github.com/damar-wicaksono/uqtestfuns/compare/main...dev
[0.4.1]: https://github.com/damar-wicaksono/uqtestfuns/compare/v0.4.0...v0.4.1
[0.4.0]: https://github.com/damar-wicaksono/uqtestfuns/compare/v0.3.0...v0.4.0
[0.3.0]: https://github.com/damar-wicaksono/uqtestfuns/compare/v0.2.0...v0.3.0
[0.2.0]: https://github.com/damar-wicaksono/uqtestfuns/compare/v0.1.1...v0.2.0
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8 changes: 4 additions & 4 deletions CITATION.cff
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Expand Up @@ -14,8 +14,8 @@ authors:
orcid: 'https://orcid.org/0000-0001-8587-7730'
identifiers:
- type: doi
value: 10.5281/zenodo.8125015
description: The Zenodo URL of version 0.4.0 of the package
value: 10.5281/zenodo.10047512
description: The Zenodo URL of version 0.4.1 of the package
repository-code: 'https://github.com/damar-wicaksono/uqtestfuns'
url: 'https://uqtestfuns.readthedocs.io/en/latest/'
repository-artifact: 'https://pypi.org/project/uqtestfuns/'
Expand All @@ -38,5 +38,5 @@ keywords:
- reliability-analysis
- surrogate-modeling
license: MIT
version: 0.4.0
date-released: '2023-07-07'
version: 0.4.1
date-released: '2023-10-27'
24 changes: 12 additions & 12 deletions README.md
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@@ -1,5 +1,5 @@
# UQTestFuns
[![DOI](http://img.shields.io/badge/DOI-10.5281/zenodo.8125015-blue.svg?style=flat-square)](https://doi.org/10.5281/zenodo.8125015)
[![DOI](http://img.shields.io/badge/DOI-10.5281/zenodo.10047512-blue.svg?style=flat-square)](https://doi.org/10.5281/zenodo.10047512)
[![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg?style=flat-square)](https://github.com/psf/black)
[![Python 3.7](https://img.shields.io/badge/python-3.7-blue.svg?style=flat-square)](https://www.python.org/downloads/release/python-370/)
[![License](https://img.shields.io/github/license/damar-wicaksono/uqtestfuns?style=flat-square)](https://choosealicense.com/licenses/mit/)
Expand Down Expand Up @@ -33,16 +33,17 @@ To list the available functions:
```python-repl
>>> import uqtestfuns as uqtf
>>> uqtf.list_functions()
No. Constructor Dimension Application Description
No. Constructor Dimension Application Description
----- ----------------------------- ----------- -------------------------------------- ----------------------------------------------------------------------------
1 Ackley() M optimization, metamodeling Optimization test function from Ackley (1987)
2 Borehole() 8 metamodeling, sensitivity Borehole function from Harper and Gupta (1983)
3 Bratley1992a() M integration, sensitivity Integration test function #1 from Bratley et al. (1992)
4 Bratley1992b() M integration, sensitivity Integration test function #2 from Bratley et al. (1992)
5 Bratley1992c() M integration, sensitivity Integration test function #3 from Bratley et al. (1992)
6 Bratley1992d() M integration, sensitivity Integration test function #4 from Bratley et al. (1992)
7 CantileverBeam2D() 2 reliability Cantilever beam reliability problem from Rajashekhar and Ellington (1993)
8 CircularPipeCrack() 2 reliability Circular pipe under bending moment from Verma et al. (2015)
2 Alemazkoor2D() 2 metamodeling Two-dimensional high-degree polynomial from Alemazkoor & Meidani (2018)
3 Borehole() 8 metamodeling, sensitivity Borehole function from Harper and Gupta (1983)
4 Bratley1992a() M integration, sensitivity Integration test function #1 from Bratley et al. (1992)
5 Bratley1992b() M integration, sensitivity Integration test function #2 from Bratley et al. (1992)
6 Bratley1992c() M integration, sensitivity Integration test function #3 from Bratley et al. (1992)
7 Bratley1992d() M integration, sensitivity Integration test function #4 from Bratley et al. (1992)
8 CantileverBeam2D() 2 reliability Cantilever beam reliability problem from Rajashekhar and Ellington (1993)
9 CircularPipeCrack() 2 reliability Circular pipe under bending moment from Verma et al. (2015)
...
```

Expand Down Expand Up @@ -158,9 +159,8 @@ UQTestFuns is currently maintained by:

- Damar Wicaksono ([HZDR/CASUS](https://www.casus.science/))

with scientific supervision from:

- Michael Hecht ([HZDR/CASUS](https://www.casus.science/))
under the Mathematical Foundations of Complex System Science Group
led by Michael Hecht ([HZDR/CASUS](https://www.casus.science/)) at CASUS.

## License

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56 changes: 28 additions & 28 deletions docs/fundamentals/metamodeling.md
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Expand Up @@ -17,34 +17,34 @@ kernelspec:
The table below listed the available test functions typically used
in the comparison of metamodeling approaches.

| Name | Spatial Dimension | Constructor |
|:------------------------------------------------------------------:|:-----------------:|:--------------------:|
| {ref}`Ackley <test-functions:ackley>` | M | `Ackley()` |
| {ref}`Low-Dimensional High-Degree <test-functions:alemazkoor-2d>` | 2 | `Alemazkoor2D()` |
| {ref}`Borehole <test-functions:borehole>` | 8 | `Borehole()` |
| {ref}`Damped Cosine <test-functions:damped-cosine>` | 1 | `DampedCosine()` |
| {ref}`Damped Oscillator <test-functions:damped-oscillator>` | 7 | `DampedOscillator()` |
| {ref}`Flood <test-functions:flood>` | 8 | `Flood()` |
| {ref}`Forrester et al. (2008) <test-functions:forrester>` | 1 | `Forrester2008()` |
| {ref}`(1st) Franke <test-functions:franke-1>` | 2 | `Franke1()` |
| {ref}`(2nd) Franke <test-functions:franke-2>` | 2 | `Franke2()` |
| {ref}`(3rd) Franke <test-functions:franke-3>` | 2 | `Franke3()` |
| {ref}`(4th) Franke <test-functions:franke-4>` | 2 | `Franke4()` |
| {ref}`(5th) Franke <test-functions:franke-5>` | 2 | `Franke5()` |
| {ref}`(6th) Franke <test-functions:franke-6>` | 2 | `Franke6()` |
| {ref}`Gramacy (2007) 1D Sine <test-functions:gramacy-1d-sine>` | 1 | `Gramacy1DSine()` |
| {ref}`McLain S1 <test-functions:mclain-s1>` | 2 | `McLainS1()` |
| {ref}`McLain S2 <test-functions:mclain-s2>` | 2 | `McLainS2()` |
| {ref}`McLain S3 <test-functions:mclain-s3>` | 2 | `McLainS3()` |
| {ref}`McLain S4 <test-functions:mclain-s4>` | 2 | `McLainS4()` |
| {ref}`McLain S5 <test-functions:mclain-s5>` | 2 | `McLainS5()` |
| {ref}`Oakley and O'Hagan (2002) 1D <test-functions:oakley-1d>` | 1 | `Oakley1D()` |
| {ref}`OTL Circuit <test-functions:otl-circuit>` | 6 / 20 | `OTLCircuit()` |
| {ref}`Piston Simulation <test-functions:piston>` | 7 / 20 | `Piston()` |
| {ref}`Webster et al. (1996) 2D <test-functions:webster-2d>` | 2 | `Webster2D()` |
| {ref}`Sulfur <test-functions:sulfur>` | 9 | `Sulfur()` |
| {ref}`Welch1992 <test-functions:welch1992>` | 20 | `Welch1992()` |
| {ref}`Wing Weight <test-functions:wing-weight>` | 10 | `WingWeight()` |
| Name | Spatial Dimension | Constructor |
|:--------------------------------------------------------------------:|:-----------------:|:--------------------:|
| {ref}`Ackley <test-functions:ackley>` | M | `Ackley()` |
| {ref}`Alemazkoor & Meidani (2018) 2D <test-functions:alemazkoor-2d>` | 2 | `Alemazkoor2D()` |
| {ref}`Borehole <test-functions:borehole>` | 8 | `Borehole()` |
| {ref}`Damped Cosine <test-functions:damped-cosine>` | 1 | `DampedCosine()` |
| {ref}`Damped Oscillator <test-functions:damped-oscillator>` | 7 | `DampedOscillator()` |
| {ref}`Flood <test-functions:flood>` | 8 | `Flood()` |
| {ref}`Forrester et al. (2008) <test-functions:forrester>` | 1 | `Forrester2008()` |
| {ref}`(1st) Franke <test-functions:franke-1>` | 2 | `Franke1()` |
| {ref}`(2nd) Franke <test-functions:franke-2>` | 2 | `Franke2()` |
| {ref}`(3rd) Franke <test-functions:franke-3>` | 2 | `Franke3()` |
| {ref}`(4th) Franke <test-functions:franke-4>` | 2 | `Franke4()` |
| {ref}`(5th) Franke <test-functions:franke-5>` | 2 | `Franke5()` |
| {ref}`(6th) Franke <test-functions:franke-6>` | 2 | `Franke6()` |
| {ref}`Gramacy (2007) 1D Sine <test-functions:gramacy-1d-sine>` | 1 | `Gramacy1DSine()` |
| {ref}`McLain S1 <test-functions:mclain-s1>` | 2 | `McLainS1()` |
| {ref}`McLain S2 <test-functions:mclain-s2>` | 2 | `McLainS2()` |
| {ref}`McLain S3 <test-functions:mclain-s3>` | 2 | `McLainS3()` |
| {ref}`McLain S4 <test-functions:mclain-s4>` | 2 | `McLainS4()` |
| {ref}`McLain S5 <test-functions:mclain-s5>` | 2 | `McLainS5()` |
| {ref}`Oakley & O'Hagan (2002) 1D <test-functions:oakley-1d>` | 1 | `Oakley1D()` |
| {ref}`OTL Circuit <test-functions:otl-circuit>` | 6 / 20 | `OTLCircuit()` |
| {ref}`Piston Simulation <test-functions:piston>` | 7 / 20 | `Piston()` |
| {ref}`Webster et al. (1996) 2D <test-functions:webster-2d>` | 2 | `Webster2D()` |
| {ref}`Sulfur <test-functions:sulfur>` | 9 | `Sulfur()` |
| {ref}`Welch1992 <test-functions:welch1992>` | 20 | `Welch1992()` |
| {ref}`Wing Weight <test-functions:wing-weight>` | 10 | `WingWeight()` |

In a Python terminal, you can list all the available functions relevant
for metamodeling applications using ``list_functions()`` and filter the results
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4 changes: 2 additions & 2 deletions docs/glossary.md
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Expand Up @@ -39,15 +39,15 @@ SORM
SS
Subset simulation
SSRM
Sequential surrogate reliability method {cite}`Li2018`
Support
The support of the probability density function, that is, the subset of
the function domain whose elements are not mapped to zero;
denoted by $\mathcal{D}_X$.
SVM
Support Vector Machines
```
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10 changes: 5 additions & 5 deletions docs/test-functions/alemazkoor-2d.md
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Expand Up @@ -13,19 +13,19 @@ kernelspec:
---

(test-functions:alemazkoor-2d)=
# Low-Dimensional High-Degree Function from Alemazkoor and Meidani (2008)
# Two-dimensional Function from Alemazkoor and Meidani (2018)

```{code-cell} ipython3
import numpy as np
import matplotlib.pyplot as plt
import uqtestfuns as uqtf
```

The low-dimensional high-degree test function
(or `Alemazkoor2D` for short) is a two-dimensional polynomial function.
It was introduced in {cite}`Alemazkoor2018` as a test function for
The test function from {cite}`Alemazkoor2018` (or `Alemazkoor2D` for short)
is a two-dimensional polynomial function.
It was used as a test function for
a metamodeling exercise (i.e., sparse polynomial chaos expansion).
The function features a low-dimensional polynomial function (2D)
The function features a low-dimensional polynomial function (two-dimensional)
with a high degree (a total degree of $20$).

The surface and contour plots of the `Alemazkoor2D` function are shown below.
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4 changes: 2 additions & 2 deletions docs/test-functions/available.md
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Expand Up @@ -22,7 +22,7 @@ regardless of their typical applications.
| Name | Spatial Dimension | Constructor |
|:-----------------------------------------------------------------------------------:|:-----------------:|:-------------------------------:|
| {ref}`Ackley <test-functions:ackley>` | M | `Ackley()` |
| {ref}`Low-Dimensional High-Degree <test-functions:alemazkoor-2d>` | 2 | `Alemazkoor2D()` |
| {ref}`Alemazkoor & Meidani (2018) 2D <test-functions:alemazkoor-2d>` | 2 | `Alemazkoor2D()` |
| {ref}`Borehole <test-functions:borehole>` | 8 | `Borehole()` |
| {ref}`Bratley et al. (1992) A <test-functions:bratley1992a>` | M | `Bratley1992a()` |
| {ref}`Bratley et al. (1992) B <test-functions:bratley1992b>` | M | `Bratley1992b()` |
Expand Down Expand Up @@ -52,7 +52,7 @@ regardless of their typical applications.
| {ref}`McLain S3 <test-functions:mclain-s3>` | 2 | `McLainS3()` |
| {ref}`McLain S4 <test-functions:mclain-s4>` | 2 | `McLainS4()` |
| {ref}`McLain S5 <test-functions:mclain-s5>` | 2 | `McLainS5()` |
| {ref}`Oakley and O'Hagan (2002) 1D <test-functions:oakley-1d>` | 1 | `Oakley1D()` |
| {ref}`Oakley & O'Hagan (2002) 1D <test-functions:oakley-1d>` | 1 | `Oakley1D()` |
| {ref}`OTL Circuit <test-functions:otl-circuit>` | 6 / 20 | `OTLCircuit()` |
| {ref}`Piston Simulation <test-functions:piston>` | 7 / 20 | `Piston()` |
| {ref}`RS - Circular Bar <test-functions:rs-circular-bar>` | 2 | `RSCircularBar()` |
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2 changes: 1 addition & 1 deletion setup.cfg
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@@ -1,6 +1,6 @@
[metadata]
name = uqtestfuns
version = 0.4.0
version = 0.4.1
url = https://github.com/damar-wicaksono/uqtestfuns
author = Damar Wicaksono
author_email = [email protected]
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2 changes: 1 addition & 1 deletion src/uqtestfuns/test_functions/alemazkoor.py
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Expand Up @@ -25,7 +25,7 @@

AVAILABLE_INPUT_SPECS_2D = {
"Alemazkoor2018": ProbInputSpecFixDim(
name="Alemazkoor2018",
name="2D-Alemazkoor2018",
description=(
"Input specification for the 2D test function "
"from Alemazkoor & Meidani (2018)"
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