Articles with "sensitivity analysis" as a keyword



A sensitivity analysis of key natural factors in the modeled global acetone budget

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Published in 2017 at "Journal of Geophysical Research"

DOI: 10.1002/2016jd025935

Abstract: Acetone is one of the most abundant carbonyl compounds in the atmosphere, and it serves as an important source of HOx (OH + HO2) radicals in the upper troposphere and a precursor for peroxyacetyl nitrate (PAN). We… read more here.

Keywords: acetone; budget; sensitivity; sensitivity analysis ... See more keywords

Bayesian sensitivity analysis of a 1D vascular model with Gaussian process emulators.

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Published in 2017 at "International journal for numerical methods in biomedical engineering"

DOI: 10.1002/cnm.2882

Abstract: One-dimensional models of the cardiovascular system can capture the physics of pulse waves but involve many parameters. Since these may vary among individuals, patient-specific models are difficult to construct. Sensitivity analysis can be used to… read more here.

Keywords: analysis; sensitivity; model; sensitivity analysis ... See more keywords

Sensitivity analysis of geometrical parameters to study haemodynamics and thrombus formation in the left atrial appendage.

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Published in 2018 at "International journal for numerical methods in biomedical engineering"

DOI: 10.1002/cnm.3100

Abstract: The left atrial appendage (LAA) is a complex and heterogeneous protruding structure of the left atrium (LA). In atrial fibrillation patients, it is the location where 90% of the thrombi are formed. However, the role… read more here.

Keywords: thrombus formation; left atrial; formation; sensitivity analysis ... See more keywords

Global sensitivity analysis based on Gaussian‐process metamodelling for complex biomechanical problems

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Published in 2022 at "International Journal for Numerical Methods in Biomedical Engineering"

DOI: 10.1002/cnm.3675

Abstract: Biomechanical models often need to describe very complex systems, organs or diseases, and hence also include a large number of parameters. One of the attractive features of physics‐based models is that in those models (most)… read more here.

Keywords: sensitivity analysis; global sensitivity; analysis; model ... See more keywords

Global sensitivity analysis with multifidelity Monte Carlo and polynomial chaos expansion for vascular haemodynamics

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Published in 2024 at "International Journal for Numerical Methods in Biomedical Engineering"

DOI: 10.1002/cnm.3836

Abstract: Computational models of the cardiovascular system are increasingly used for the diagnosis, treatment, and prevention of cardiovascular disease. Before being used for translational applications, the predictive abilities of these models need to be thoroughly demonstrated… read more here.

Keywords: sensitivity analysis; multifidelity monte; monte carlo; sensitivity ... See more keywords

Global Sensitivity Analysis of a Novel Signaling Network for Heart Growth With Local IGF1 Production

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Published in 2025 at "International Journal for Numerical Methods in Biomedical Engineering"

DOI: 10.1002/cnm.3906

Abstract: 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 networks is often difficult due to their complexity and nonlinear… read more here.

Keywords: growth; igf1; sensitivity analysis; heart growth ... See more keywords

Monte Carlo‐based sensitivity analysis of an electrochemical capacitor

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Published in 2021 at "International Journal of Energy Research"

DOI: 10.1002/er.6919

Abstract: The operation of electrochemical capacitors depends not only on extrinsic operating and design parameters, but also intrinsic physical, material, and electrochemical parameters. Fluctuations in these stochastic parameters can significantly influence the performance and may lead… read more here.

Keywords: monte carlo; performance; sensitivity analysis;

Stochastic sensitivity analysis of stationary patterns in spatially extended systems

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Published in 2020 at "Mathematical Methods in the Applied Sciences"

DOI: 10.1002/mma.6892

Abstract: In this paper, a spatially extended stochastic reaction–diffusion model is studied. Due to Turing instability, stable nonhomogeneous stationary patterns are generated in such models. A theoretical approach to estimating the mean‐square deviation of random solutions… read more here.

Keywords: spatially extended; stationary patterns; stochastic sensitivity; analysis stationary ... See more keywords

B1‐sensitivity analysis of quantitative magnetization transfer imaging

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Published in 2018 at "Magnetic Resonance in Medicine"

DOI: 10.1002/mrm.26673

Abstract: To evaluate the sensitivity of quantitative magnetization transfer (qMT) fitted parameters to B1 inaccuracies, focusing on the difference between two categories of T1 mapping techniques: B1‐independent and B1‐dependent. read more here.

Keywords: quantitative magnetization; magnetization transfer; sensitivity analysis;

Ensemble sensitivity analysis of Greenland blocking in medium-range forecasts

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Published in 2018 at "Quarterly Journal of the Royal Meteorological Society"

DOI: 10.1002/qj.3391

Abstract: The North Atlantic Oscillation (NAO) is the leading mode of variability in the large scale circulation over the North Atlantic in winter, and strongly influences the weather and climate of Europe. On synoptic timescales, the… read more here.

Keywords: ensemble sensitivity; sensitivity analysis; greenland blocking;

A Calibrated Sensitivity Analysis for Weighted Causal Decompositions

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Published in 2024 at "Statistics in Medicine"

DOI: 10.1002/sim.70010

Abstract: Disparities in health or well‐being experienced by minority groups can be difficult to study using the traditional exposure‐outcome paradigm in causal inference, since potential outcomes in variables such as race or sexual minority status are… read more here.

Keywords: calibrated sensitivity; analysis; analysis weighted; weighted causal ... See more keywords