Five ways to ensure that models serve society: a manifesto

A Saltelli, G Bammer, I Bruno, E Charters, M Di Fiore… - Nature, 2020 - nature.com
Five ways to ensure that models serve society: a manifesto Skip to main content Thank you
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Optimizing malaria vector control in the Greater Mekong Subregion: A systematic review and mathematical modelling study to identify desirable intervention …

Y Wang, N Chitnis, EL Fairbanks - Parasites & Vectors, 2024 - Springer
Abstract Background In the Greater Mekong Subregion (GMS), new vector-control tools are
needed to target mosquitoes that bite outside during the daytime and night-time to advance …

Potential for sustainable irrigation expansion in a 3 C warmer climate

L Rosa, DD Chiarelli, M Sangiorgio… - Proceedings of the …, 2020 - pnas.org
Climate change is expected to affect crop production worldwide, particularly in rain-fed
agricultural regions. It is still unknown how irrigation water needs will change in a warmer …

Models with higher effective dimensions tend to produce more uncertain estimates

A Puy, P Beneventano, SA Levin, S Lo Piano… - Science …, 2022 - science.org
Mathematical models are getting increasingly detailed to better predict phenomena or gain
more accurate insights into the dynamics of a system of interest, even when there are no …

[HTML][HTML] Opinion: Challenges and needs of tropospheric chemical mechanism development

B Ervens, A Rickard, B Aumont… - Atmospheric …, 2024 - acp.copernicus.org
Chemical mechanisms form the core of atmospheric models to describe degradation
pathways of pollutants and ultimately inform air quality and climate policymakers and other …

Global sensitivity analysis in hydrodynamic modeling and flood inundation map**

A Alipour, K Jafarzadegan, H Moradkhani - Environmental Modelling & …, 2022 - Elsevier
Flood simulation with two-dimensional hydrodynamic models is subject to different sources
of uncertainties in model configuration, boundary conditions, and model parametrization …

Look at the variance! efficient black-box explanations with sobol-based sensitivity analysis

T Fel, R Cadène, M Chalvidal, M Cord… - Advances in neural …, 2021 - proceedings.neurips.cc
We describe a novel attribution method which is grounded in Sensitivity Analysis and uses
Sobol indices. Beyond modeling the individual contributions of image regions, Sobol indices …

[HTML][HTML] Sensitivity analysis: A discipline coming of age

A Saltelli, A Jakeman, S Razavi, Q Wu - Environmental Modelling & …, 2021 - Elsevier
Sensitivity analysis (SA) as a 'formal'and 'standard'component of scientific development and
policy support is relatively young. Many researchers and practitioners from a wide range of …

Sensobol: An R package to compute variance-based sensitivity indices

A Puy, SL Piano, A Saltelli, SA Levin - Journal of Statistical Software, 2022 - jstatsoft.org
The R package sensobol provides several functions to conduct variance-based uncertainty
and sensitivity analysis, from the estimation of sensitivity indices to the visual representation …

Global sensitivity analysis of a novel signaling network for heart growth with local igf1 production

C Bilas, C Kratzer, A Hinrichs, A Maier… - International Journal …, 2025 - Wiley Online Library
Signaling networks can be used to describe the dynamic interplay of hormonal and
mechanical factors that regulate heart growth. However, a qualitative analysis of signaling …