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Proceedings of the 5th International Symposium on Uncertainty Quantification and Stochastic Modelling

Proceedings of the 5th International Symposium on Uncertainty Quantification and Stochastic Modelling
Author: José Eduardo Souza De Cursi
Publisher: Springer Nature
Total Pages: 472
Release: 2020-08-19
Genre: Technology & Engineering
ISBN: 3030536696

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This proceedings book discusses state-of-the-art research on uncertainty quantification in mechanical engineering, including statistical data concerning the entries and parameters of a system to produce statistical data on the outputs of the system. It is based on papers presented at Uncertainties 2020, a workshop organized on behalf of the Scientific Committee on Uncertainty in Mechanics (Mécanique et Incertain) of the AFM (French Society of Mechanical Sciences), the Scientific Committee on Stochastic Modeling and Uncertainty Quantification of the ABCM (Brazilian Society of Mechanical Sciences) and the SBMAC (Brazilian Society of Applied Mathematics).


Proceedings of the 6th International Symposium on Uncertainty Quantification and Stochastic Modelling

Proceedings of the 6th International Symposium on Uncertainty Quantification and Stochastic Modelling
Author: José Eduardo Souza De Cursi
Publisher: Springer Nature
Total Pages: 282
Release: 2023-10-21
Genre: Technology & Engineering
ISBN: 3031470362

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This proceedings book covers a wide range of topics related to uncertainty analysis and its application in various fields of engineering and science. It explores uncertainties in numerical simulations for soil liquefaction potential, the toughness properties of construction materials, experimental tests on cyclic liquefaction potential, and the estimation of geotechnical engineering properties for aerogenerator foundation design. Additionally, the book delves into uncertainties in concrete compressive strength, bio-inspired shape optimization using isogeometric analysis, stochastic damping in rotordynamics, and the hygro-thermal properties of raw earth building materials. It also addresses dynamic analysis with uncertainties in structural parameters, reliability-based design optimization of steel frames, and calibration methods for models with dependent parameters. The book further explores mechanical property characterization in 3D printing, stochastic analysis in computational simulations, probability distribution in branching processes, data assimilation in ocean circulation modeling, uncertainty quantification in climate prediction, and applications of uncertainty quantification in decision problems and disaster management. This comprehensive collection provides insights into the challenges and solutions related to uncertainty in various scientific and engineering contexts.


Uncertainty Quantification

Uncertainty Quantification
Author: Christian Soize
Publisher: Springer
Total Pages: 344
Release: 2017-04-24
Genre: Computers
ISBN: 3319543393

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This book presents the fundamental notions and advanced mathematical tools in the stochastic modeling of uncertainties and their quantification for large-scale computational models in sciences and engineering. In particular, it focuses in parametric uncertainties, and non-parametric uncertainties with applications from the structural dynamics and vibroacoustics of complex mechanical systems, from micromechanics and multiscale mechanics of heterogeneous materials. Resulting from a course developed by the author, the book begins with a description of the fundamental mathematical tools of probability and statistics that are directly useful for uncertainty quantification. It proceeds with a well carried out description of some basic and advanced methods for constructing stochastic models of uncertainties, paying particular attention to the problem of calibrating and identifying a stochastic model of uncertainty when experimental data is available. This book is intended to be a graduate-level textbook for students as well as professionals interested in the theory, computation, and applications of risk and prediction in science and engineering fields.


Ships and Offshore Structures XIX

Ships and Offshore Structures XIX
Author: Carlos Guedes Soares
Publisher: CRC Press
Total Pages: 976
Release: 2015-09-03
Genre: Technology & Engineering
ISBN: 1315647192

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This three-volume work presents the proceedings from the 19th International Ship and Offshore Structures Congress held in Cascais, Portugal on 7th to 10th September 2015. The International Ship and Offshore Structures Congress (ISSC) is a forum for the exchange of information by experts undertaking and applying marine structural research.The aim of


Topics in Model Validation and Uncertainty Quantification, Volume 5

Topics in Model Validation and Uncertainty Quantification, Volume 5
Author: Todd Simmermacher
Publisher: Springer Science & Business Media
Total Pages: 264
Release: 2013-05-30
Genre: Technology & Engineering
ISBN: 1461465648

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Topics in Model Validation and Uncertainty Quantification, Volume : Proceedings of the 31st IMAC, A Conference and Exposition on Structural Dynamics, 2013, the fifth volume of seven from the Conference, brings together contributions to this important area of research and engineering. The collection presents early findings and case studies on fundamental and applied aspects of Structural Dynamics, including papers on: Uncertainty Quantification & Propagation in Structural Dynamics Robustness to Lack of Knowledge in Design Model Validation


Advances in Uncertainty Quantification and Optimization Under Uncertainty with Aerospace Applications

Advances in Uncertainty Quantification and Optimization Under Uncertainty with Aerospace Applications
Author: Massimiliano Vasile
Publisher: Springer
Total Pages: 0
Release: 2023-01-29
Genre: Technology & Engineering
ISBN: 9783030805449

Download Advances in Uncertainty Quantification and Optimization Under Uncertainty with Aerospace Applications Book in PDF, ePub and Kindle

The 2020 International Conference on Uncertainty Quantification & Optimization gathered together internationally renowned researchers in the fields of optimization and uncertainty quantification. The resulting proceedings cover all related aspects of computational uncertainty management and optimization, with particular emphasis on aerospace engineering problems. The book contributions are organized under four major themes: Applications of Uncertainty in Aerospace & Engineering Imprecise Probability, Theory and Applications Robust and Reliability-Based Design Optimisation in Aerospace Engineering Uncertainty Quantification, Identification and Calibration in Aerospace Models This proceedings volume is useful across disciplines, as it brings the expertise of theoretical and application researchers together in a unified framework.


Aeroacustic and Vibroacoustic Advancement in Aerospace and Automotive Systems

Aeroacustic and Vibroacoustic Advancement in Aerospace and Automotive Systems
Author: Roberto Citarella
Publisher: MDPI
Total Pages: 181
Release: 2018-06-26
Genre: Electronic books
ISBN: 3038428515

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This book is a printed edition of the Special Issue "Advances in Vibroacoustics and Aeroacustics of Aerospace and Automotive Systems" that was published in Applied Sciences


Uncertainty Quantification and Stochastic Modelling with EXCEL

Uncertainty Quantification and Stochastic Modelling with EXCEL
Author: Eduardo Souza de Cursi
Publisher:
Total Pages: 0
Release: 2022
Genre:
ISBN: 9783030777586

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This book presents techniques for determining uncertainties in numerical solutions with applications in the fields of business administration, civil engineering, and economics, using Excel as a computational tool. Also included are solutions to uncertainty problems involving stochastic methods. The list of topics specially covered in this volume includes linear and nonlinear programming, Lagrange multipliers (for sensitivity), multi objective optimization, and Game Theory, as well as linear algebraic equations, and probability and statistics. The book also provides a selection of numerical methods developed for Excel, in order to enhance readers' understanding. As such, it offers a valuable guide for all graduate and undergraduate students in the fields of economics, business administration, civil engineering, and others that rely on Excel as a research tool.


Simplicity, Complexity and Modelling

Simplicity, Complexity and Modelling
Author: Mike Christie
Publisher: John Wiley & Sons
Total Pages: 285
Release: 2011-10-19
Genre: Mathematics
ISBN: 1119960967

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Several points of disagreement exist between different modelling traditions as to whether complex models are always better than simpler models, as to how to combine results from different models and how to propagate model uncertainty into forecasts. This book represents the result of collaboration between scientists from many disciplines to show how these conflicts can be resolved. Key Features: Introduces important concepts in modelling, outlining different traditions in the use of simple and complex modelling in statistics. Provides numerous case studies on complex modelling, such as climate change, flood risk and new drug development. Concentrates on varying models, including flood risk analysis models, the petrol industry forecasts and summarizes the evolution of water distribution systems. Written by experienced statisticians and engineers in order to facilitate communication between modellers in different disciplines. Provides a glossary giving terms commonly used in different modelling traditions. This book provides a much-needed reference guide to approaching statistical modelling. Scientists involved with modelling complex systems in areas such as climate change, flood prediction and prevention, financial market modelling and systems engineering will benefit from this book. It will also be a useful source of modelling case histories.