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Sensitivity analysis: A review of recent advances
The solution of several operations research problems requires the creation of a quantitative
model. Sensitivity analysis is a crucial step in the model building and result communication …
model. Sensitivity analysis is a crucial step in the model building and result communication …
[HTML][HTML] Sensitivity analysis of environmental models: A systematic review with practical workflow
Sensitivity Analysis (SA) investigates how the variation in the output of a numerical model
can be attributed to variations of its input factors. SA is increasingly being used in …
can be attributed to variations of its input factors. SA is increasingly being used in …
[HTML][HTML] The future of sensitivity analysis: an essential discipline for systems modeling and policy support
Sensitivity analysis (SA) is en route to becoming an integral part of mathematical modeling.
The tremendous potential benefits of SA are, however, yet to be fully realized, both for …
The tremendous potential benefits of SA are, however, yet to be fully realized, both for …
Global sensitivity analysis in hydrological modeling: Review of concepts, methods, theoretical framework, and applications
Sensitivity analysis (SA) aims to identify the key parameters that affect model performance
and it plays important roles in model parameterization, calibration, optimization, and …
and it plays important roles in model parameterization, calibration, optimization, and …
The evolution of process-based hydrologic models: historical challenges and the collective quest for physical realism
The diversity in hydrologic models has historically led to great controversy on the correct
approach to process-based hydrologic modeling, with debates centered on the adequacy of …
approach to process-based hydrologic modeling, with debates centered on the adequacy of …
[CARTE][B] Basics and trends in sensitivity analysis: Theory and practice in R
In many fields, such as environmental risk assessment, agronomic system behavior,
aerospace engineering, and nuclear safety, mathematical models turned into computer code …
aerospace engineering, and nuclear safety, mathematical models turned into computer code …
[HTML][HTML] Which sensitivity analysis method should I use for my agent-based model?
G Ten Broeke, G Van Voorn… - Journal of Artificial …, 2016 - jasss.soc.surrey.ac.uk
Existing methodologies of sensitivity analysis may be insufficient for a proper analysis of
Agent-based Models (ABMs). Most ABMs consist of multiple levels, contain various …
Agent-based Models (ABMs). Most ABMs consist of multiple levels, contain various …
What do we mean by sensitivity analysis? The need for comprehensive characterization of “global” sensitivity in E arth and E nvironmental systems models
Sensitivity analysis is an essential paradigm in Earth and Environmental Systems modeling.
However, the term “sensitivity” has a clear definition, based in partial derivatives, only when …
However, the term “sensitivity” has a clear definition, based in partial derivatives, only when …
Physically based modeling in catchment hydrology at 50: Survey and outlook
Integrated, process‐based numerical models in hydrology are rapidly evolving, spurred by
novel theories in mathematical physics, advances in computational methods, insights from …
novel theories in mathematical physics, advances in computational methods, insights from …
An interactive graphical interface tool for parameter calibration, sensitivity analysis, uncertainty analysis, and visualization for the Soil and Water Assessment Tool
Abstract The Soil and Water Assessment Tool (SWAT) is one of the most widely used and
well-tested eco-hydrological models. However, parameter calibration, sensitivity analysis …
well-tested eco-hydrological models. However, parameter calibration, sensitivity analysis …