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joss/paper.bib

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+@misc{VLSE:2013,
+    author       = {Surjanovic, S. and Bingham, D.},
+    title        = {Virtual Library of Simulation Experiments: Test Functions and Datasets},
+    year         = 2013,
+    howpublished = {Retrieved June 30, 2023, from \url{http://www.sfu.ca/~ssurjano}}
+}
+
+@Misc{GdR:2008,
+  author       = {{GdR MASCOT-NUM}},
+  howpublished = {Retrieved June 30, 2023, from \url{https://www.gdr-mascotnum.fr/benchmarks.html}},
+  title        = {Benchmark proposals of {GdR}},
+  year         = {2008},
+}
+
+@misc{UQWorld:2019,
+    author       = {UQWorld},
+    title        = {Benchmark page of UQWorld, the applied uncertainty quantification community},
+    year         = 2019,
+    howpublished = {Retrieved June 30, 2023, from \url{https://uqworld.org/c/uq-with-uqlab/benchmarks}}
+}
+
+@misc{Rozsas:2019,
+    author       = {Árpád Rózsás and Arthur Slobbe},
+    title        = {Repository and Black-box Reliability Challenge 2019},
+    year         = 2019,
+    howpublished = {Retrieved June 30, 2023, from \url{https://gitlab.com/rozsasarpi/rprepo/}}
+}
+
+@InProceedings{Fekhari2021,
+  author    = {Elias Fekhari and Michaël Baudin and Vincent Chabridon and Youssef Jebroun},
+  booktitle = {4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering},
+  title     = {{otbenchmark}: An open source {Python} package for benchmarking and validating uncertainty quantification algorithms},
+  year      = {2021},
+  doi       = {10.7712/120221.8034.19093},
+  location  = {Athens, Greece},
+}
+
+@Misc{Jakeman2019,
+  author    = {John D. Jakeman},
+  title     = {{PyApprox}},
+  year      = {2019},
+  journal   = {GitHub repository},
+  publisher = {GitHub},
+  url       = {https://github.com/sandialabs/pyapprox},
+}
+
+@Misc{Baudin2021,
+  author    = {Michaël Baudin and Youssef Jebroun and Elias Fekhari and Vincent Chabridon},
+  title     = {{otbenchmark}},
+  year      = {2021},
+  journal   = {GitHub repository},
+  publisher = {GitHub},
+  url       = {https://github.com/mbaudin47/otbenchmark},
+}
+
+@Misc{Bouhlel2023,
+  author    = {Mohamed Amine Bouhlel and John Hwang and Nathalie Bartoli and Rémi Lafage and Joseph Morlier and Joaquim Martins},
+  title     = {{Surrogate Modeling Toolbox}},
+  year      = {2023},
+  journal   = {GitHub repository},
+  publisher = {GitHub},
+  url       = {https://github.com/SMTorg/smt},
+}
+
+@InCollection{Baudin2017,
+  author    = {Michaël Baudin and Anne Dutfoy and Bertrand Iooss and Anne-Laure Popelin},
+  booktitle = {Handbook of Uncertainty Quantification},
+  publisher = {Springer International Publishing},
+  title     = {{OpenTURNS}: An industrial software for uncertainty quantification in simulation},
+  year      = {2017},
+  pages     = {2001--2038},
+  doi       = {10.1007/978-3-319-12385-1_64},
+}
+
+@InProceedings{Sudret2017,
+  author    = {Bruno Sudret and Stefano Marelli and Joe Wiart},
+  booktitle = {2017 11th European Conference on Antennas and Propagation ({EUCAP})},
+  title     = {Surrogate models for uncertainty quantification: An overview},
+  year      = {2017},
+  publisher = {{IEEE}},
+  doi       = {10.23919/eucap.2017.7928679},
+}
+
+@InProceedings{Sudret2012,
+  author    = {Bruno Sudret},
+  booktitle = {Proceedings of the 5th Asian-Pacific Symposium on Structural Reliability and its Applications},
+  title     = {Meta-models for structural reliability and uncertainty quantification},
+  year      = {2012},
+  doi       = {10.3850/978-981-07-2219-7_p321},
+}
+
+@InCollection{Iooss2015,
+  author    = {Bertrand Iooss and Paul Lema{\^{\i}}tre},
+  booktitle = {Uncertainty Management in Simulation-Optimization of Complex Systems},
+  publisher = {Springer {US}},
+  title     = {A review on global sensitivity analysis methods},
+  year      = {2015},
+  pages     = {101--122},
+  doi       = {10.1007/978-1-4899-7547-8_5},
+}
+
+@PhdThesis{Sudret2007,
+  author   = {Bruno Sudret},
+  school   = {Université Blaise Pascal - Clermont, France},
+  title    = {Uncertainty propagation and sensitivity analysis in mechanical models \textemdash {Contributions} to structural reliability and stochastic spectral methods.},
+  year     = {2007},
+  address  = {Clermont-Ferrand, France},
+  type     = {habilitation thesis},
+  abstract = {This thesis is a contribution to the resolution of the reliability-based design optimization problem. This probabilistic design approach is aimed at considering the uncertainty attached to the system of interest in order to provide optimal and safe solutions. The safety level is quantified in the form of a probability of failure. Then, the optimization problem consists in ensuring that this failure probability remains less than a threshold specified by the stakeholders. The resolution of this problem requires a high number of calls to the limit-state design function underlying the reliability analysis. Hence it becomes cumbersome when the limit-state function involves an expensive-to-evaluate numerical model (e.g. a finite element model). In this context, this manuscript proposes a surrogate-based strategy where the limit-state function is progressively replaced by a Kriging meta-model. A special interest has been given to quantifying, reducing and eventually eliminating the error introduced by the use of this meta-model instead of the original model. The proposed methodology is applied to the design of geometrically imperfect shells prone to buckling.},
+}
+
+@InCollection{Verma2015,
+  author    = {Ajit Kumar Verma and Srividya Ajit and Durga Rao Karanki},
+  booktitle = {Springer Series in Reliability Engineering},
+  publisher = {Springer London},
+  title     = {Structural reliability},
+  year      = {2015},
+  pages     = {257--292},
+  doi       = {10.1007/978-1-4471-6269-8_8},
+}
+
+@Article{Li2018,
+  author  = {Xu Li and Chunlin Gong and Liangxian Gu and Wenkun Gao and Zhao Jing and Hua Su},
+  journal = {Structural Safety},
+  title   = {A sequential surrogate method for reliability analysis based on radial basis function},
+  year    = {2018},
+  pages   = {42--53},
+  volume  = {73},
+  doi     = {10.1016/j.strusafe.2018.02.005},
+}
+
+@TechReport{Harper1983,
+  author  = {Harper, William V. and Gupta, Sumant K.},
+  title   = {Sensitivity/uncertainty analysis of a borehole scenario comparing latin hypercube sampling and deterministic sensitivity approaches},
+  year    = {1983},
+  address = {Columbus, Ohio},
+  number  = {{BMI}/{ONWI}-516},
+  school  = {Office of Nuclear Waste Isolation, Battelle Memorial Institute},
+  url     = {https://inldigitallibrary.inl.gov/PRR/84393.pdf},
+}
+
+@Book{Saltelli2007,
+  author    = {Andrea Saltelli and Marco Ratto and Terry Andres and Francesca Campolongo and Jessica Cariboni and Debora Gatelli and Michaela Saisana and Stefano Tarantola},
+  publisher = {Wiley},
+  title     = {Global sensitivity analysis. The primer},
+  year      = {2007},
+  doi       = {10.1002/9780470725184},
+}
+
+@Article{Bouhlel2019,
+  author    = {Bouhlel, Mohamed Amine and Hwang, John T. and Bartoli, Nathalie and Lafage, R{\'{e}}mi and Morlier, Joseph and Martins, Joaquim R. R. A.},
+  journal   = {Advances in Engineering Software},
+  title     = {A {Python} surrogate modeling framework with derivatives},
+  year      = {2019},
+  pages     = {102662},
+  volume    = {135},
+  doi       = {10.1016/j.advengsoft.2019.03.005},
+  publisher = {Elsevier {BV}},
+}
+
+@Article{Saltelli1995,
+  author  = {Saltelli, Andrea and Sobol', Ilya M.},
+  journal = {Reliability Engineering \& System Safety},
+  title   = {About the use of rank transformation in sensitivity analysis of model output},
+  year    = {1995},
+  number  = {3},
+  pages   = {225--239},
+  volume  = {50},
+  doi     = {10.1016/0951-8320(95)00099-2},
+}
+
+@Article{Herman2017,
+  author  = {Jon Herman and Will Usher},
+  journal = {The Journal of Open Source Software},
+  title   = {{SALib}: An open-source python library for sensitivity analysis},
+  year    = {2017},
+  number  = {9},
+  pages   = {97},
+  volume  = {2},
+  doi     = {10.21105/joss.00097},
+}
+
+@Article{Iwanaga2022,
+  author  = {Takuya Iwanaga and William Usher and Jonathan Herman},
+  journal = {Socio-Environmental Systems Modelling},
+  title   = {Toward {SALib} 2.0: Advancing the accessibility and interpretability of global sensitivity analyses},
+  year    = {2022},
+  pages   = {18155},
+  volume  = {4},
+  doi     = {10.18174/sesmo.18155},
+}
+
+@Article{Eck2015,
+  author  = {Vinzenz Gregor Eck and Wouter Paulus Donders and Jacob Sturdy and Jonathan Feinberg and Tammo Delhaas and Leif Rune Hellevik and Wouter Huberts},
+  journal = {International Journal for Numerical Methods in Biomedical Engineering},
+  title   = {A guide to uncertainty quantification and sensitivity analysis for cardiovascular applications},
+  year    = {2015},
+  number  = {8},
+  volume  = {32},
+  doi     = {10.1002/cnm.2755},
+}
+
+@Article{Wicaksono2016,
+  author  = {Damar Wicaksono and Omar Zerkak and Andreas Pautz},
+  journal = {Nuclear Science and Engineering},
+  title   = {Global sensitivity analysis of transient code output applied to a reflood experiment model using the {TRACE} code},
+  year    = {2016},
+  number  = {3},
+  pages   = {400--429},
+  volume  = {184},
+  doi     = {10.13182/nse16-37},
+}
+
+@Article{Adelmann2019,
+  author  = {Andreas Adelmann},
+  journal = {{SIAM}/{ASA} Journal on Uncertainty Quantification},
+  title   = {On nonintrusive uncertainty quantification and surrogate model construction in particle accelerator modeling},
+  year    = {2019},
+  number  = {2},
+  pages   = {383--416},
+  volume  = {7},
+  doi     = {10.1137/16m1061928},
+}
+
+@Article{Castellon2023,
+  author  = {Dario Fernandez Castellon and Aksel Fenerci and {\O}yvind Wiig Petersen and Ole {\O}iseth},
+  journal = {Reliability Engineering {\&}amp$\mathsemicolon$ System Safety},
+  title   = {Full long-term buffeting analysis of suspension bridges using {Gaussian} process surrogate modelling and importance sampling {Monte Carlo} simulations},
+  year    = {2023},
+  volume  = {235},
+  doi     = {10.1016/j.ress.2023.109211},
+}
+
+@Article{Virtanen2020,
+  author    = {Pauli Virtanen and Ralf Gommers and Travis E. Oliphant and Matt Haberland and Tyler Reddy and David Cournapeau and Evgeni Burovski and Pearu Peterson and Warren Weckesser and Jonathan Bright and St{\'{e}}fan J. van der Walt and Matthew Brett and Joshua Wilson and K. Jarrod Millman and Nikolay Mayorov and Andrew R. J. Nelson and Eric Jones and Robert Kern and Eric Larson and C J Carey and {\.{I}}lhan Polat and Yu Feng and Eric W. Moore and Jake VanderPlas and Denis Laxalde and Josef Perktold and Robert Cimrman and Ian Henriksen and E. A. Quintero and Charles R. Harris and Anne M. Archibald and Ant{\^{o}}nio H. Ribeiro and Fabian Pedregosa and Paul van Mulbregt and Aditya Vijaykumar and Alessandro Pietro Bardelli and Alex Rothberg and Andreas Hilboll and Andreas Kloeckner and Anthony Scopatz and Antony Lee and Ariel Rokem and C. Nathan Woods and Chad Fulton and Charles Masson and Christian Häggström and Clark Fitzgerald and David A. Nicholson and David R. Hagen and Dmitrii V. Pasechnik and Emanuele Olivetti and Eric Martin and Eric Wieser and Fabrice Silva and Felix Lenders and Florian Wilhelm and G. Young and Gavin A. Price and Gert-Ludwig Ingold and Gregory E. Allen and Gregory R. Lee and Herv{\'{e}} Audren and Irvin Probst and Jörg P. Dietrich and Jacob Silterra and James T Webber and Janko Slavi{\v{c}} and Joel Nothman and Johannes Buchner and Johannes Kulick and Johannes L. Schönberger and Jos{\'{e}} Vin{\'{\i}}cius de Miranda Cardoso and Joscha Reimer and Joseph Harrington and Juan Luis Cano Rodr{\'{\i}}guez and Juan Nunez-Iglesias and Justin Kuczynski and Kevin Tritz and Martin Thoma and Matthew Newville and Matthias Kümmerer and Maximilian Bolingbroke and Michael Tartre and Mikhail Pak and Nathaniel J. Smith and Nikolai Nowaczyk and Nikolay Shebanov and Oleksandr Pavlyk and Per A. Brodtkorb and Perry Lee and Robert T. McGibbon and Roman Feldbauer and Sam Lewis and Sam Tygier and Scott Sievert and Sebastiano Vigna and Stefan Peterson and Surhud More and Tadeusz Pudlik and Takuya Oshima and Thomas J. Pingel and Thomas P. Robitaille and Thomas Spura and Thouis R. Jones and Tim Cera and Tim Leslie and Tiziano Zito and Tom Krauss and Utkarsh Upadhyay and Yaroslav O. Halchenko and Yoshiki V{\'{a}}zquez-Baeza and},
+  journal   = {Nature Methods},
+  title     = {{SciPy} 1.0: fundamental algorithms for scientific computing in {Python}},
+  year      = {2020},
+  number    = {3},
+  pages     = {261--272},
+  volume    = {17},
+  doi       = {10.1038/s41592-019-0686-2},
+  publisher = {Springer Science and Business Media {LLC}},
+}
+
+@Article{Harris2020,
+  author  = {Charles R. Harris and K. Jarrod Millman and St{\'{e}}fan J. van der Walt and Ralf Gommers and Pauli Virtanen and David Cournapeau and Eric Wieser and Julian Taylor and Sebastian Berg and Nathaniel J. Smith and Robert Kern and Matti Picus and Stephan Hoyer and Marten H. van Kerkwijk and Matthew Brett and Allan Haldane and Jaime Fern{\'{a}}ndez del R{\'{\i}}o and Mark Wiebe and Pearu Peterson and Pierre G{\'{e}}rard-Marchant and Kevin Sheppard and Tyler Reddy and Warren Weckesser and Hameer Abbasi and Christoph Gohlke and Travis E. Oliphant},
+  journal = {Nature},
+  title   = {Array programming with {NumPy}},
+  year    = {2020},
+  number  = {7825},
+  pages   = {357--362},
+  volume  = {585},
+  doi     = {10.1038/s41586-020-2649-2},
+}
+
+@Comment{jabref-meta: databaseType:bibtex;}