Toward SALib 2.0: Advancing the accessibility and interpretability of global sensitivity analyses

T Iwanaga, W Usher, J Herman - Socio-Environmental Systems …, 2022 - sesmo.org
Sensitivity analysis is now considered a standard practice in environmental modeling.
Several open-source libraries, such as the Sensitivity Analysis Library (SALib), have been …

Global sensitivity analysis in hydrodynamic modeling and flood inundation mapping

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 …

[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 …

Assessing convergence in global sensitivity analysis: a review of methods for assessing and monitoring convergence

X Sun, AJ Jakeman, BFW Croke, SG Roberts… - Socio-Environmental …, 2024 - sesmo.org
In global sensitivity analysis (GSA) of a model, a proper convergence analysis of metrics is
essential for ensuring a level of confidence or trustworthiness in sensitivity results obtained …

[HTML][HTML] Sensitivity measures based on scoring functions

T Fissler, SM Pesenti - European Journal of Operational Research, 2023 - Elsevier
We propose a holistic framework for constructing sensitivity measures for any elicitable
functional T of a response variable. The sensitivity measures, termed score-based …

Global sensitivity analysis based on entropy: From differential entropy to alternative measures

Z Kala - Entropy, 2021 - mdpi.com
Differential entropy can be negative, while discrete entropy is always non-negative. This
article shows that negative entropy is a significant flaw when entropy is used as a sensitivity …

Sensitivity analysis for ReaxFF reparametrization using the Hilbert–Schmidt independence criterion

M Freitas Gustavo, M Hellström… - Journal of Chemical …, 2023 - ACS Publications
We apply a global sensitivity method, the Hilbert–Schmidt independence criterion (HSIC), to
the reparametrization of a Zn/S/H ReaxFF force field to identify the most appropriate …

Global sensitivity analyses of key riparian nitrogen models

DX Buhr, RW Lammers, BP Bledsoe - Environmental Modelling & Software, 2022 - Elsevier
Riparian zones can effectively reduce excess nitrogen loading to streams. Modeling
nitrogen retention in riparian zones is useful, especially at larger scales. We evaluated …

Variance-based global sensitivity analysis and uncertainty quantification of the AquaCrop model parameters for basil (Ocimum basilicum L.) under different nitrogen …

H Rahimikhoob, T Sohrabi, M Delshad - Journal of Plant Nutrition, 2024 - Taylor & Francis
Dynamic crop models are powerful tools for evaluating crop responses to alternative
management options. These models consist of various input parameters that need …

Modeling of a liquid leaf target tnsa experiment using particle-in-cell simulations and deep learning

B Schmitz, D Kreuter, O Boine-Frankenheim… - Laser and Particle …, 2023 - cambridge.org
Liquid leaf targets show promise as high repetition rate targets for laser-based ion
acceleration using the Target Normal Sheath Acceleration (TNSA) mechanism and are …