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pro vyhledávání: '"Roy, Pamphile T."'
Models of complex technological systems inherently contain interactions and dependencies among their input variables that affect their joint influence on the output. Such models are often computationally expensive and few sensitivity analysis methods
Externí odkaz:
http://arxiv.org/abs/2310.13446
While sensitivity analysis improves the transparency and reliability of mathematical models, its uptake by modelers is still scarce. This is partially explained by its technical requirements, which may be hard to understand and implement by the non-s
Externí odkaz:
http://arxiv.org/abs/2206.13470
Autor:
Roy, Pamphile T.
Thanks to the increasing availability in computing power, high-dimensional engineering problems seem to be at reach. But the curse of dimensionality will always prevent us to try out extensively all the hypotheses. There is a vast literature on effic
Externí odkaz:
http://arxiv.org/abs/2103.08705
Numerical simulation models associated with hydraulic engineering take a wide array of data into account to produce predictions: rainfall contribution to the drainage basin (characterized by soil nature, infiltration capacity and moisture), current w
Externí odkaz:
http://arxiv.org/abs/1903.01123
This article proposes a visualization method for multidimensional data based on: (i) Animated functional Hypothetical Outcome Plots (f-HOPs); (ii) 3-dimensional Kiviat plot; and (iii) data sonification. In an Uncertainty Quantification (UQ) framework
Externí odkaz:
http://arxiv.org/abs/1808.01217
Autor:
Puy, Arnald1 (AUTHOR) a.puy@bham.ac.uk, Roy, Pamphile T.2 (AUTHOR), Saltelli, Andrea1,3 (AUTHOR)
Publikováno v:
Technometrics. Aug2024, Vol. 66 Issue 3, p347-357. 11p.
Publikováno v:
In European Journal of Operational Research 1 July 2020 284(1):201-211
Why and how to use scipy.stats.sampling and scipy.stats.qmc?
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______2659::130ab0b5e8b7c895c2e9a6ed0b9b9bf7
https://zenodo.org/record/6946927
https://zenodo.org/record/6946927
Tools for maintainers and how we can help each others.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______2659::074797f341835f98721bfc7d53ad175c
https://zenodo.org/record/6946917
https://zenodo.org/record/6946917
Akademický článek
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