tag:joss.theoj.org,2005:/papers/tagged/surrogate%20modeling
Journal of Open Source Software
2023-10-30T21:01:26Z
Journal of Open Source Software
https://joss.theoj.org
tag:joss.theoj.org,2005:Paper/4587
2023-10-30T21:01:26Z
2023-10-31T20:12:32Z
UQTestFuns: A Python3 library of uncertainty quantification (UQ) test functions
accepted
v0.4.0
2023-07-07 17:24:02 UTC
90
2023-10-30 21:01:26 UTC
8
2023
5671
Damar
Wicaksono
Center for Advanced Systems Understanding (CASUS) - Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Germany
0000-0001-8587-7730
Michael
Hecht
Center for Advanced Systems Understanding (CASUS) - Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Germany
0000-0001-9214-8253
10.21105/joss.05671
https://doi.org/10.5281/zenodo.10047512
Python
https://joss.theoj.org/papers/10.21105/joss.05671.pdf
test functions, benchmark, uncertainty quantification, metamodeling, surrogate modeling, sensitivity analysis, reliability analysis, rare event estimation
tag:joss.theoj.org,2005:Paper/2001
2021-04-06T20:46:09Z
2021-04-07T00:01:23Z
besos: Building and Energy Simulation, Optimization and Surrogate Modelling
accepted
1.6.1
2020-08-31 16:55:02 UTC
60
2021-04-06 20:46:09 UTC
6
2021
2677
Paul
Westermann
Energy in Cities group, Department of Civil Engineering, University of Victoria, British Columbia, Canada, Institute for Integrated Energy Systems, University of Victoria, British Columbia, Canada
0000-0002-3676-5211
Theodor
Victor
Christiaanse
Energy in Cities group, Department of Civil Engineering, University of Victoria, British Columbia, Canada, Institute for Integrated Energy Systems, University of Victoria, British Columbia, Canada
0000-0003-4082-3338
Will
Beckett
Energy in Cities group, Department of Civil Engineering, University of Victoria, British Columbia, Canada
Paul
Kovacs
Energy in Cities group, Department of Civil Engineering, University of Victoria, British Columbia, Canada
Ralph
Evins
Energy in Cities group, Department of Civil Engineering, University of Victoria, British Columbia, Canada, Institute for Integrated Energy Systems, University of Victoria, British Columbia, Canada
0000-0003-4963-5798
10.21105/joss.02677
https://doi.org/10.5281/zenodo.4667614
Python
https://joss.theoj.org/papers/10.21105/joss.02677.pdf
building energy simulation, machine learning, optimization, surrogate modelling
tag:joss.theoj.org,2005:Paper/318
2018-01-31T23:58:42Z
2021-02-15T11:33:47Z
BATMAN: Statistical analysis for expensive computer codes made easy
accepted
v1.7
2017-11-29 10:59:49 UTC
21
2018-01-31 23:58:42 UTC
3
2018
493
Pamphile
T.
Roy
CERFACS, Toulouse, France
0000-0001-9816-1416
Sophie
Ricci
CERFACS, Toulouse, France
0000-0002-4232-5626
Romain
Dupuis
IRT Saint Exupéry/CERFACS, Toulouse, France
Robin
Campet
CERFACS, Toulouse, France
0000-0002-4434-0854
Jean-Christophe
Jouhaud
CERFACS, Toulouse, France
Cyril
Fournier
CERFACS, Toulouse, France
10.21105/joss.00493
https://doi.org/10.5281/zenodo.1163545
Python, GLSL
https://joss.theoj.org/papers/10.21105/joss.00493.pdf
Uncertainty Quantification, Statistical Analysis, Surrogate Model, Design of Experiments, Uncertainty Visualization
tag:joss.theoj.org,2005:Paper/121
2017-03-29T00:00:00Z
2021-02-15T11:34:20Z
Effective-Quadratures (EQ): Polynomials for Computational Engineering Studies
accepted
v3.0
2016-11-23 14:08:34 UTC
11
2017-03-29 00:00:00 UTC
2
2017
166
Pranay
Seshadri
University of Cambridge
0000-0002-7351-012X
Geoffrey
Parks
University of Cambridge
0000-0001-8188-5047
10.21105/joss.00166
https://doi.org/10.5281/zenodo.438320
Python, Jupyter Notebook
https://joss.theoj.org/papers/10.21105/joss.00166.pdf
effective quadrature subsampling, tensor and sparse grids, uncertainty quantification, surrogate modelling, polynomial interpolation and approximation
tag:joss.theoj.org,2005:Paper/59
2016-09-29T00:00:00Z
2021-02-15T11:34:26Z
Python Active-subspaces Utility Library
accepted
v 0.1
2016-09-19 20:33:28 UTC
5
2016-09-29 00:00:00 UTC
1
2016
79
Paul
Constantine
Colorado School of Mines, Golden, CO
0000-0003-3726-6307
Ryan
Howard
Colorado School of Mines, Golden, CO
Andrew
Glaws
Colorado School of Mines, Golden, CO
Zachary
Grey
Colorado School of Mines, Golden, CO
Paul
Diaz
University of Colorado Boulder, Boulder, CO
Leslie
Fletcher
None
10.21105/joss.00079
https://doi.org/10.5281/zenodo.158941
Python, Jupyter Notebook
https://joss.theoj.org/papers/10.21105/joss.00079.pdf
python, active subspaces, dimension reduction, uncertainty quantification, sensitivity analysis, surrogate modeling