Academic literature on the topic 'Global response sensitivity analysis'

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Journal articles on the topic "Global response sensitivity analysis"

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Greegar, G., and C. S. Manohar. "Global response sensitivity analysis of uncertain structures." Structural Safety 58 (January 2016): 94–104. http://dx.doi.org/10.1016/j.strusafe.2015.09.006.

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Abhinav, S., and C. S. Manohar. "Global Response Sensitivity Analysis of Randomly Excited Dynamic Structures." Journal of Engineering Mechanics 142, no. 3 (2016): 04015094. http://dx.doi.org/10.1061/(asce)em.1943-7889.0001019.

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Douthe, Cyril, Chloé Girardon, and Romain Boulaud. "Sensitivity Analysis of the Global Response of Flexible Rockfall Barriers." Geosciences 12, no. 2 (2022): 75. http://dx.doi.org/10.3390/geosciences12020075.

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Protection barriers against the fall of boulders and rocks are structures with non-linear mechanical behaviour that make the study particularly complex. In this study, the understanding of an experimentally observed variability was investigated numerically using a non-linear spring-mass equivalence. First, key figures of the experiments on which this study is based are detailed. Then, the numerical model for the dynamic simulation of the barrier deformation under impact is presented. Finally, the variability due to block-related parameters and then net-related parameters are explored and evide
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Soliman, Hatem, Izhar Ahmed Khan, and Yasir Hussain. "Global Sensitivity Analysis for Fuzzy RDF Data." International Journal of Software Engineering and Knowledge Engineering 31, no. 08 (2021): 1119–44. http://dx.doi.org/10.1142/s0218194021500352.

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The resource description framework (RDF) was adopted by the World Wide Web (W3C) as an essential semantic web standard and the RDF scheme. It accords the hard semantics in the description and wields the crisp metadata. However, it usually produces vague or ambiguous information. Consequently, fuzzy RDF helps deal with such special data by transforming the crisp values into a fuzzy set. A method for analyzing fuzzy RDF data is proposed in this paper. To this end, first, we decompose the RDF into fuzzy RDF variables. Second, we are designing a model for global sensitivity analysis based on the d
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Araya-Melo, P. A., M. Crucifix, and N. Bounceur. "Global sensitivity analysis of Indian Monsoon during the Pleistocene." Climate of the Past Discussions 10, no. 2 (2014): 1609–51. http://dx.doi.org/10.5194/cpd-10-1609-2014.

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Abstract. The sensitivity of Indian Monsoon to the full spectrum of climatic conditions experienced during the Pleistocene is estimated using the climate model HadCM3. The methodology follows a global sensitivity analysis based on the emulator approach of Oakley and O'Hagan (2004) implemented following a three-step strategy: (1) develop an experiment plan, designed to efficiently sample a 5-dimensional input space spanning Pleistocene astronomical configurations (3 parameters), CO2 concentration and a Northern Hemisphere glaciation index, (2) develop, calibrate and validate an emulator of HadC
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Jensen, Hector A. "Global Approximation of Response Surfaces and Application to Design Sensitivity Analysis." Applied Mechanics Reviews 48, no. 11S (1995): S181—S188. http://dx.doi.org/10.1115/1.3005069.

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An approach based on global approximations to obtain response surfaces of structural systems is presented. The response surfaces are then used to evaluate the sensitivity of the system by considering the global behavior of the system response when the design parameters vary within a bounded region. The formulation of the method is based on the determination of approximated response surfaces, which are computed by minimizing a residual function over the design space. Different coefficients of sensitivity are introduced to measure the global variability of the system response. A numerical exampl
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Mingliang, Zheng. "Robust Global Sensitivity Analysis for Robust Design under Parameter Uncertainty." Journal of Modern Mechanical Engineering and Technology 9 (September 4, 2022): 50–54. http://dx.doi.org/10.31875/2409-9848.2022.09.6.

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Abstract: Based on the theory and method of robust design, the robust global sensitivity analysis of products or systems under parameter uncertainty is discussed. A basic idea of the author is to define the robust sensitivity that is the importance measure of the design variables for product functional response function distribution. The Taylor series of moments of the functional response function is carried out, and the approximate analytical formulas of robust global sensitivity are obtained by using the importance measure model based on variance. Finally, a numerical example is given to ill
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Greegar, G., and C. S. Manohar. "Global response sensitivity analysis using probability distance measures and generalization of Sobol's analysis." Probabilistic Engineering Mechanics 41 (July 2015): 21–33. http://dx.doi.org/10.1016/j.probengmech.2015.04.003.

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Araya-Melo, P. A., M. Crucifix, and N. Bounceur. "Global sensitivity analysis of the Indian monsoon during the Pleistocene." Climate of the Past 11, no. 1 (2015): 45–61. http://dx.doi.org/10.5194/cp-11-45-2015.

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Abstract. The sensitivity of the Indian monsoon to the full spectrum of climatic conditions experienced during the Pleistocene is estimated using the climate model HadCM3. The methodology follows a global sensitivity analysis based on the emulator approach of Oakley and O'Hagan (2004) implemented following a three-step strategy: (1) development of an experiment plan, designed to efficiently sample a five-dimensional input space spanning Pleistocene astronomical configurations (three parameters), CO2 concentration and a Northern Hemisphere glaciation index; (2) development, calibration and vali
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Bhonsale, Satyajeet, Carlos André Muñoz López, and Jan Van Impe. "Global Sensitivity Analysis of a Spray Drying Process." Processes 7, no. 9 (2019): 562. http://dx.doi.org/10.3390/pr7090562.

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Spray drying is a key unit operation used to achieve particulate products of required properties. Despite its widespread use, the product and process design, as well as the process control remain highly empirical and depend on trial and error experiments. Studying the effect of operational parameters experimentally is tedious, time consuming, and expensive. In this paper, we carry out a model-based global sensitivity analysis (GSA) of the process. Such an exercise allows us to quantify the impact of different process parameters, many of which interact with each other, on the product properties
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Dissertations / Theses on the topic "Global response sensitivity analysis"

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Khalid, Adeel S. "Development and Implementation of Rotorcraft Preliminary Design Methodology using Multidisciplinary Design Optimization." Diss., Georgia Institute of Technology, 2006. http://hdl.handle.net/1853/14013.

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A formal framework is developed and implemented in this research for preliminary rotorcraft design using IPPD methodology. All the technical aspects of design are considered including the vehicle engineering, dynamic analysis, stability and control, aerodynamic performance, propulsion, transmission design, weight and balance, noise analysis and economic analysis. The design loop starts with a detailed analysis of requirements. A baseline is selected and upgrade targets are identified depending on the mission requirements. An Overall Evaluation Criterion (OEC) is developed that is used to measu
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Adetula, Bolade Adewale. "Global sensitivity analysis of reactor parameters / Bolade Adewale Adetula." Thesis, North-West University, 2011. http://hdl.handle.net/10394/5561.

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Calculations of reactor parameters of interest (such as neutron multiplication factors, decay heat, reaction rates, etc.), are often based on models which are dependent on groupwise neutron cross sections. The uncertainties associated with these neutron cross sections are propagated to the final result of the calculated reactor parameters. There is a need to characterize this uncertainty and to be able to apportion the uncertainty in a calculated reactor parameter to the different sources of uncertainty in the groupwise neutron cross sections, this procedure is known as sensitivity analysis. T
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Koneshwaran, Sivalingam. "Blast response and sensitivity analysis of segmental tunnel." Thesis, Queensland University of Technology, 2014. https://eprints.qut.edu.au/78619/1/Sivalingam_Koneshwaran_Thesis.pdf.

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This research treated the response of underground transportation tunnels to surface blast loads using advanced computer simulation techniques. The influences of important parameters, such as tunnel material, geometrical configuration of segments and surrounding soil were investigated. The findings of this research offer significant new information on the blast performance of underground tunnels and will contribute towards future civil engineering applications.
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Dell'Oca, Aronne, Monica Riva, and Alberto Guadagnini. "Moment-based metrics for global sensitivity analysis of hydrological systems." COPERNICUS GESELLSCHAFT MBH, 2017. http://hdl.handle.net/10150/626437.

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We propose new metrics to assist global sensitivity analysis, GSA, of hydrological and Earth systems. Our approach allows assessing the impact of uncertain parameters on main features of the probability density function, pdf, of a target model output, y. These include the expected value of y, the spread around the mean and the degree of symmetry and tailedness of the pdf of y. Since reliable assessment of higher-order statistical moments can be computationally demanding, we couple our GSA approach with a surrogate model, approximating the full model response at a reduced computational cost. He
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Chai, Wenqi. "Global sensitivity analysis on vibro-acoustic composite materials with parametric dependency." Thesis, Lyon, 2018. http://www.theses.fr/2018LYSEC037/document.

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Avec le développement rapide des modèles mathématiques et des outils de simulation, le besoin des processus de quantification des incertitudes a été bien augmenté. L'incertitude paramétrique et la groupe des nombreux décisions sont aujourd’hui les deux barrières principales dans la résolution des grandes problèmes systématiques.Capable de proportionner l'incertitude de la sortie sur celle des entrées, l’Analyse de Sensibilité Globale (GSA) est une solution fiable pour la quantification de l’incertitude. Parmi plusieurs algorithmes de GSA, Fourier Amplitude Sensitivity Analysis (FAST) est l’un
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Eldred, Lloyd B. "Sensitivity analysis of the static aeroelastic response of a wing." Diss., Virginia Tech, 1993. http://hdl.handle.net/10919/40147.

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A technique to obtain the sensitivity of the static aeroelastic response of a three dimensional wing model is designed and implemented. The formulation is quite general and accepts any aerodynamic and structural analysis capability. A program to combine the discipline level, or local, sensitivities into global sensitivity derivatives is developed. A variety of representations of the wing pressure field are developed and tested to determine the most accurate and efficient scheme for representing the field outside of the aerodynamic code. Chebyshev polynomials are used to globally fit the pressu
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Bergen, Frederick D'Oench Jr. "Shape sensitivity analysis of flutter response of a laminated wing." Thesis, Virginia Polytechnic Institute and State University, 1988. http://hdl.handle.net/10919/50074.

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A method is presented for calculating the shape sensitivity of a wing aeroelastic response with respect to changes in geometric shape. Yates’ modified strip method is used in conjunction with Giles' equivalent plate analysis to predict the flutter speed, frequency, and reduced frequency of the wing. Three methods are used to calculate the sensitivity of the eigenvalue. The first method is purely a finite difference calculation of the eigenvalue derivative directly from the solution of the flutter problem corresponding to the two different values of the shape parameters. The second method uses
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Bebamzadeh, Armin. "Efficient finite element response sensitivity analysis and applications in composites manufacturing." Thesis, University of British Columbia, 2009. http://hdl.handle.net/2429/7801.

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This thesis presents the development, implementation, and application of response sensitivities in numerical simulation of composite manufacturing. The sensitivity results include both first- and second-order derivatives. Such results are useful in many applications. In this thesis, they are applied in reliability analysis, optimization analysis, model validation, model calibration, as well as stand-alone measures of parameter importance to gain physical insight into the curing and stress development process. In addition to novel derivations and implementations, this thesis is intended to
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Kent, Edward Lander. "Sensitivity analysis of biochemical systems using high-throughput computing." Thesis, University of Manchester, 2013. https://www.research.manchester.ac.uk/portal/en/theses/sensitivity-analysis-of-biochemical-systems-using-highthroughput-computing(80eb7aa9-d316-4a72-a6c2-731c6052ea84).html.

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Mathematical modelling is playing an increasingly important role in helping us to understand biological systems. The construction of biological models typically requires the use of experimentally-measured parameter values. However, varying degrees of uncertainty surround virtually all parameters in these models. Sensitivity analysis is one of the most important tools for the analysis of models, and shows how the outputs of a model, such as concentrations and reaction fluxes, are dependent on the parameters which make up the input. Unfortunately, small changes in parameter values can lead to th
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Lin, Daorui. "Global Sensitivity of Water Quality Modeling in the Gulf of Finland." Thesis, KTH, Mark- och vattenteknik, 2015. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-180285.

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The Gulf of Finland is the most eutrophied water body in the Baltic Sea, which is mainly caused by nutrient loads produced by human activities in its surrounding cities. In order to solve this environmental problem, a computational model based on the understanding the relations between eutrophication, water quality and sediments is needed to forecast the water quality variance in response to the natural and anthropogenic influences. A precise water quality model can be useful to assist the policy making in the Gulf of Finland, and even for the whole Baltic Sea. Kiirikki model, as one of these
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Books on the topic "Global response sensitivity analysis"

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1953-, Saltelli A., ed. Global sensitivity analysis: The primer. John Wiley, 2008.

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1953-, Saltelli A., ed. Global sensitivity analysis: The primer. John Wiley, 2008.

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M, Adelman Howard, Haftka Raphael T, Virginia Polytechnic Institute and State University, Langley Research Center, and United States. National Aeronautics and Space Administration. Scientific and Technical Information Branch, eds. Sensitivity Analysis in Engineering: Proceedings of a symposium. National Aeronautics and Space Administration, Scientific and Technical Information Branch, 1987.

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Morante, R. Reevaluation of regulatory guidance on modal response combination methods for seismic response spectrum analysis. Division of Engineering Technology, Office of Nuclear Regulatory Research, U.S. Nuclear Regulatory Commission, 1999.

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K, Kapania Rakesh, and Langley Research Center, eds. Shape sensitivity analysis of flutter response of a laminated wing. National Aeronautics and Space Administration, Langley Research Center, 1988.

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K, Kapania Rakesh, and Langley Research Center, eds. Shape sensitivity analysis of flutter response of a laminated wing. National Aeronautics and Space Administration, Langley Research Center, 1988.

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T, Haftka Raphael, and Langley Research Center, eds. A discourse on sensitivity analysis for discretely-modeled structures. National Aeronautics and Space Administration, Langley Research Center, 1991.

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T, Haftka Raphael, and Langley Research Center, eds. A discourse on sensitivity analysis for discretely-modeled structures. National Aeronautics and Space Administration, Langley Research Center, 1991.

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K, Kapania Rakesh, Barthelemy Jean-Francois M, and United States. National Aeronautics and Space Administration., eds. Sensitivity analysis of flutter response of a wing incorporating finite-span corrections. National Aeronautics and Space Administration, 1994.

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Nalecz, Andrzej G. Sensitivity analysis of vehicle design attributes that affect vehicle response in critical accident situations. U.S. Dept. of Transportation, National Highway Traffic Safety Administration, 1987.

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Book chapters on the topic "Global response sensitivity analysis"

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Shishov, Vladimir V., Alberto Arzac, Margarita I. Popkova, Bao Yang, Minhui He, and Eugene A. Vaganov. "Experimental and Theoretical Analysis of Tree-Ring Growth in Cold Climates." In Advances in Global Change Research. Springer International Publishing, 2023. http://dx.doi.org/10.1007/978-3-031-15988-6_11.

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AbstractThe medium- and long-term projections of global climate models show the effects of global warming will be most pronounced in cold climate areas, especially in the high latitudes of the Northern Hemisphere. The consequences could involve a higher probability of global natural disasters and a higher uncertainty as to plant response to climate risk. In this chapter, we describe life under a cold climate, particularly in relation to forest ecosystems, species distribution, and local conditions in the Northern Hemisphere. We analyze recent climate trends and how the ongoing and future clima
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AL-Bukhaiti, Khalil, Yanhui Liu, Shichun Zhao, and Daguang Han. "Dynamic Response and Reliability Assessment of Reinforced Concrete Members Under Vehicle and Train Collisions: Quantifying Impact Performance and Damage." In Lecture Notes in Civil Engineering. Springer Nature Singapore, 2024. http://dx.doi.org/10.1007/978-981-97-4355-1_55.

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AbstractThis study analyzes the behavior of reinforced concrete (RC) members impacted by vehicles or trains by reviewing existing experimental and numerical work. RC structures are susceptible to such collisions, which can cause structural failure or collapse. The damage response depends on the energy transferred during impact, ranging from cosmetic effects to full structural failure. To properly characterize damage, indices are defined considering concrete and steel strain rates during and after plastic deformation. Concrete spalling is also discussed as an indicator of localized or global fa
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Borgonovo, Emanuele. "Global Sensitivity Analysis." In Sensitivity Analysis. Springer International Publishing, 2017. http://dx.doi.org/10.1007/978-3-319-52259-3_14.

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Zhou, Xiaobo, Henry Lin, and Henry Lin. "Global Sensitivity Analysis." In Encyclopedia of GIS. Springer US, 2008. http://dx.doi.org/10.1007/978-0-387-35973-1_538.

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Zhou, Xiaobo, and Henry Lin. "Global Sensitivity Analysis." In Encyclopedia of GIS. Springer International Publishing, 2016. http://dx.doi.org/10.1007/978-3-319-23519-6_538-2.

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Zhou, Xiaobo, and Henry Lin. "Global Sensitivity Analysis." In Encyclopedia of GIS. Springer International Publishing, 2017. http://dx.doi.org/10.1007/978-3-319-17885-1_538.

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Chu, Yunfei, and Juergen Hahn. "Global Sensitivity Analysis." In Encyclopedia of Systems Biology. Springer New York, 2013. http://dx.doi.org/10.1007/978-1-4419-9863-7_1283.

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Borgonovo, Emanuele. "Exercising Global Sensitivity Analysis: Test Cases." In Sensitivity Analysis. Springer International Publishing, 2017. http://dx.doi.org/10.1007/978-3-319-52259-3_20.

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Borgonovo, Emanuele. "Global Sensitivity Analysis with Value of Information." In Sensitivity Analysis. Springer International Publishing, 2017. http://dx.doi.org/10.1007/978-3-319-52259-3_19.

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Campolongo, Francesca, Henrik Jönsson, and Wim Schoutens. "Global Sensitivity Analysis for ABS." In Quantitative Assessment of Securitisation Deals. Springer Berlin Heidelberg, 2012. http://dx.doi.org/10.1007/978-3-642-29721-2_6.

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Conference papers on the topic "Global response sensitivity analysis"

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Fang, Eugene, Jessica Zhang, Anisur Rahman, Jim Lua, and Nam Phan. "A Multiscale Bondline Damage Characterization and Hybrid Analysis Approach for Adhesively Bonded Composite Structures." In Vertical Flight Society 71st Annual Forum & Technology Display. The Vertical Flight Society, 2015. http://dx.doi.org/10.4050/f-0071-2015-10261.

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Adhesively bonded composite structures have been used extensively in both DoD and commercial industries. Despite many attractive features of a bonded composite structure, integrity and durability of adhesively bonded composite structures are the primary concerns due to their known sensitivity to environmental conditions and the presence of bondline defects associated with the fabrication and processing of a bonded composite structure. In order to reduce the testing matrix in characterization of properties of a bondline for the residual strength and life prediction of its bonded composite struc
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Opalski, Leszek J. "Variability-based global sensitivity analysis of circuit response." In Symposium on Photonics Applications in Astronomy, Communications, Industry and High-Energy Physics Experiments, edited by Ryszard S. Romaniuk. SPIE, 2014. http://dx.doi.org/10.1117/12.2075203.

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Li, Chenzhao, and Sankaran Mahadevan. "Global Sensitivity Analysis for System Response Prediction Using Auxiliary Variable Method." In 17th AIAA Non-Deterministic Approaches Conference. American Institute of Aeronautics and Astronautics, 2015. http://dx.doi.org/10.2514/6.2015-0661.

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McFarland, John M., John A. Dimeo, and Barron J. Bichon. "GAUSSIAN PROCESS RESPONSE SURFACE MODELING AND GLOBAL SENSITIVITY ANALYSIS USING NESSUS." In 1st International Conference on Uncertainty Quantification in Computational Sciences and Engineering. Institute of Structural Analysis and Antiseismic Research School of Civil Engineering National Technical University of Athens (NTUA) Greece, 2017. http://dx.doi.org/10.7712/120217.5365.16997.

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Li, Jiacheng, and Zhijun Cheng. "Global Sensitivity Analysis of Binary Response Model Based on Shapley Value." In 2024 10th International Symposium on System Security, Safety, and Reliability (ISSSR). IEEE, 2024. http://dx.doi.org/10.1109/isssr61934.2024.00043.

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Song, Zhouzhou, Zhao Liu, Can Xu, and Ping Zhu. "Global Sensitivity Analysis for Field Response Based on the Manifold of Feature Covariance Matrix." In ASME 2021 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. American Society of Mechanical Engineers, 2021. http://dx.doi.org/10.1115/detc2021-69086.

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Abstract In real-world applications, it is commonplace that the computational models have field responses, i.e., the temporal or spatial fields. It has become a critical task to develop global sensitivity analysis (GSA) methods to measure the effect of each input variable on the full-field. In this paper, a new sensitivity analysis method based on the manifold of feature covariance matrix (FCM) is developed for quantifying the impact of input variables on the field response. The method firstly performs feature extraction on the field response to obtain a low-dimensional FCM. An adaptive featur
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Vidhya, K., and George Greegar. "MODEL DISTANCE BASED MULTIVARIATE GLOBAL-LOCAL RESPONSE SENSITIVITY ANALYSIS FOR UNCERTAIN SYSTEMS." In 5th International Conference on Uncertainty Quantification in Computational Sciences and Engineering. Institute of Structural Analysis and Antiseismic Research National Technical University of Athens, 2023. http://dx.doi.org/10.7712/120223.10374.19995.

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Liu, Huibin, Wei Chen, and Agus Sudjianto. "Relative Entropy Based Method for Global and Regional Sensitivity Analysis in Probabilistic Design." In ASME 2004 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. ASMEDC, 2004. http://dx.doi.org/10.1115/detc2004-57500.

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To overcome the limitations of existing variance-based methods for Probabilistic Sensitivity Analysis (PSA) in design under uncertainty, a new PSA approach based on the concept of relative entropy is proposed. The relative entropy based method evaluates the impact of a random variable by measuring the divergence between two probability density functions of a response. The method can be applied both globally over the whole distribution of a performance response (called global response probabilistic sensitivity analysis–GRPSA) and in any regional range of a response distribution (called regional
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Emery, A. F., and D. Bardot. "The Determination of the Sensitivity of Heat Transfer Systems Using Global Sensitivity and Gaussian Processes." In ASME 2005 Summer Heat Transfer Conference collocated with the ASME 2005 Pacific Rim Technical Conference and Exhibition on Integration and Packaging of MEMS, NEMS, and Electronic Systems. ASMEDC, 2005. http://dx.doi.org/10.1115/ht2005-72287.

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A critical aspect of the design of systems or experiments is a sensitivity analysis to determine the effects of the different variables. This is usually done by representing the response by a Taylor series and evaluating the first order derivatives at a nominal operating point. When there is uncertainty about the operating point, the common approach is the construction of a response surface and Monte Carlo sampling based on the probability distribution of these uncertain variables. When there are many variables it is important to restrict the analysis to those variables to which the response i
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Qin, Wei, Zhuang Kang, and Youwei Kang. "Free Standing Hybrid Riser Global Parametric Sensitivity Analysis and Optimum Design." In ASME 2011 30th International Conference on Ocean, Offshore and Arctic Engineering. ASMEDC, 2011. http://dx.doi.org/10.1115/omae2011-49606.

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With a rigid pipe for the vertical free standing portion and a flexible pipe for the near surface dynamic motion region, Free Standing Hybrid Riser (FSHR) has been widely accepted within the offshore oil and gas industry, especially in the field of West of Africa, Gulf of Mexico and field of Brazil. So the optimum design of FSHR system is becoming increasingly meaningful and necessary. This paper mainly presents the parametric sensitivity analysis and optimization of deepwater Free Standing Hybrid Riser (FSHR). First of all, a general description about FSHR system is given in the introduction.
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Reports on the topic "Global response sensitivity analysis"

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Méndez-Vizcaíno, Juan Camilo, and Nicolás Moreno-Arias. Constraints or Opportunities?: Labor Informality and Public Investment in Shaping Debt Limits. Inter-American Development Bank, 2023. http://dx.doi.org/10.18235/0005091.

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This paper presents a comprehensive framework examining fiscal sustainability in developing economies. It integrates public capital, labor informality, and global liquidity shocks in a two-sector DSGE model for a small open economy, revealing their intricate interplay and nonlinear impact on State-Dependent Debt Limits. The framework highlights the significance of initial public capital levels and efficiency in determining the benefits of public investment. High informality rates erode the tax base, compromising the efficiency of public capital for fiscal purposes by weakening revenue generati
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Lers, Amnon, Majid R. Foolad, and Haya Friedman. genetic basis for postharvest chilling tolerance in tomato fruit. United States Department of Agriculture, 2014. http://dx.doi.org/10.32747/2014.7600014.bard.

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ABSTRACT Postharvest losses of fresh produce are estimated globally to be around 30%. Reducing these losses is considered a major solution to ensure global food security. Storage at low temperatures is an efficient practice to prolong postharvest performance of crops with minimal negative impact on produce quality or human health and the environment. However, many fresh produce commodities are susceptible to chilling temperatures, and the application of cold storage is limited as it would cause physiological chilling injury (CI) leading to reduced produce quality. Further, the primary CI becom
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Harmon, Rebecca, Mohammad Khalil, Habib N. Najm, and Cosmin Safta. Convergence study in global sensitivity analysis. Office of Scientific and Technical Information (OSTI), 2016. http://dx.doi.org/10.2172/1561829.

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Tong, C., and F. Graziani. A Global Sensitivity Analysis Methodology for Multi-physics Applications. Office of Scientific and Technical Information (OSTI), 2007. http://dx.doi.org/10.2172/1036842.

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Tong, C. Toward a more robust variance-based global sensitivity analysis of model outputs. Office of Scientific and Technical Information (OSTI), 2007. http://dx.doi.org/10.2172/923115.

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Powers, Claire, Erin Borgman, Daniel Doak, Erin Borgman, Daniel Doak, and Claire Powers. Climate and species traits shape responses of alpine flora in the US Rocky Mountains to a changing world: Analysis of five GLORIA sites across the southern Rockies. National Park Service, 2024. https://doi.org/10.36967/2306920.

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The Global Observation Research Initiative in Alpine Environments (GLORIA) is a world-wide network of sites dedicated to monitoring changes in alpine flora near mountain tops. In this project we analyzed data collected at 5 sets of GLORIA monitoring sites in the Rocky Mountains of the western USA. Each site was visited between 2 and 4 times in the years spanning 2003 to 2021. These sites include four National Parks (Great Sand Dunes National Park and Preserve, Rocky Mountain National Park, Yellowstone National Park, and Glacier National Park) and one wilderness area in the Pecos Wilderness wit
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Hameed, Maysoun. Evaluating Global Sensitivity Analysis Methods for Hydrologic Modeling over the Columbia River Basin. Portland State University Library, 2000. http://dx.doi.org/10.15760/etd.2395.

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Hou, Jing. An evaluation of global sensitivity analysis methods applied to an ecological competition model. Iowa State University, 2021. http://dx.doi.org/10.31274/cc-20240624-171.

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Keeney, Roman, and Thomas Hertel. GTAP-AGR: A Framework for Assessing the Implications of Multilateral Changes in Agricultural Policies. GTAP Technical Paper, 2005. http://dx.doi.org/10.21642/gtap.tp24.

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Global models of agricultural trade have a long and distinguished history. The introduction of the GTAP data base and modeling project represented a significant advance forward as it put modelers and trade policy analysts on common ground. After an initial generation of GTAP based modeling of agricultural trade policy using the standard modeling framework, individual researchers have begun introducing agricultural specificity into the standard modeling framework in order to better capture the particular features of the agricultural economy pertinent to their research questions. This technical
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Hammad, Ali, and Mohamed Moustafa. Seismic Behavior of Special Concentric Braced Frames under Short- and Long-Duration Ground Motions. Pacific Earthquake Engineering Research Center, University of California, Berkeley, CA, 2019. http://dx.doi.org/10.55461/zont9308.

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Over the past decade, several long-duration subduction earthquakes took place in different locations around the world, e.g., Chile in 2010, Japan in 2011, China in 2008, and Indonesia in 2004. Recent research has revealed that long-duration, large-magnitude earthquakes may occur along the Cascadia subduction zone of the Pacific Northwest Coast of the U.S. The duration of an earthquake often affects the response of structures. Current seismic design specifications mostly use response spectra to identify the hazard and do not consider duration effects. Thus, a comprehensive understanding of the
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