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Uncertainty Quantification In Multiscale Materials Modeling, Wang, Yan


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Автор: Wang, Yan   (Ян Ванг)
Название:  Uncertainty Quantification In Multiscale Materials Modeling
Перевод названия: Ян Ванг: Количественная оценка неопределенности в моделировании материалов из нескольких масштабов
ISBN: 9780081029411
Издательство: Elsevier Science
Классификация:



ISBN-10: 0081029411
Обложка/Формат: Paperback
Страницы: 900
Вес: 0.80 кг.
Дата издания: 27.03.2020
Серия: Elsevier series in mechanics of advanced materials
Язык: English
Размер: 229 x 152 x 31
Ссылка на Издательство: Link
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Поставляется из: Европейский союз
Описание:

Uncertainty Quantification in Multiscale Materials Modeling provides a complete overview of uncertainty quantification (UQ) in computational materials science. It provides practical tools and methods along with examples of their application to problems in materials modeling. UQ methods are applied to various multiscale models ranging from the nanoscale to macroscale. This book presents a thorough synthesis of the state-of-the-art in UQ methods for materials modeling, including Bayesian inference, surrogate modeling, random fields, interval analysis, and sensitivity analysis, providing insight into the unique characteristics of models framed at each scale, as well as common issues in modeling across scales.




Multiscale Modeling and Uncertainty Quantification of Materials and Structures

Автор: Manolis Papadrakakis; George Stefanou
Название: Multiscale Modeling and Uncertainty Quantification of Materials and Structures
ISBN: 3319063308 ISBN-13(EAN): 9783319063300
Издательство: Springer
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Цена: 23173.00 р.
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Uncertainty Quantification in Computational Science: Theory and Application in Fluids and Structural Mechanics

Автор: Sarkar Sunetra, Witteveen Jeroen A. S.
Название: Uncertainty Quantification in Computational Science: Theory and Application in Fluids and Structural Mechanics
ISBN: 9814730572 ISBN-13(EAN): 9789814730570
Издательство: World Scientific Publishing
Цена: 15523.00 р.
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Описание:

During the last decade, research in Uncertainty Quantification (UC) has received a tremendous boost, in fluid engineering and coupled structural-fluids systems. New algorithms and adaptive variants have also emerged.

This timely compendium overviews in detail the current state of the art of the field, including advances in structural engineering, along with the recent focus on fluids and coupled systems. Such a strong compilation of these vibrant research areas will certainly be an inspirational reference material for the scientific community.

Topics in Model Validation and Uncertainty Quantification, Volume 4

Автор: T. Simmermacher; Scott Cogan; L.G. Horta; R. Barth
Название: Topics in Model Validation and Uncertainty Quantification, Volume 4
ISBN: 1489998667 ISBN-13(EAN): 9781489998668
Издательство: Springer
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Цена: 22796.00 р.
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Описание: Topics in Model Validation and Uncertainty Quantification, Volume 4, Proceedings of the 30th IMAC, A Conference and Exposition on Structural Dynamics, 2012, the fourth volume of six from the Conference, brings together 19 contributions to this important area of research and engineering.

Topics in Model Validation and Uncertainty Quantification, Volume 5

Автор: Todd Simmermacher; Scott Cogan; Babak Moaveni; Cos
Название: Topics in Model Validation and Uncertainty Quantification, Volume 5
ISBN: 146146563X ISBN-13(EAN): 9781461465638
Издательство: Springer
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Цена: 31915.00 р.
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Описание: 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.

Uncertainty Quantification in Computational Fluid Dynamics

Автор: Hester Bijl; Didier Lucor; Siddhartha Mishra; Chri
Название: Uncertainty Quantification in Computational Fluid Dynamics
ISBN: 3319008846 ISBN-13(EAN): 9783319008844
Издательство: Springer
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Цена: 12196.00 р.
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Описание: It collects seven original review articles that cover improved versions of the Monte Carlo method (the so-called multi-level Monte Carlo method (MLMC)), moment-based stochastic Galerkin methods and modified versions of the stochastic collocation methods that use adaptive stencil selection of the ENO-WENO type in both physical and stochastic space.

Topics in Model Validation and Uncertainty Quantification, Volume 5

Автор: Todd Simmermacher; Scott Cogan; Babak Moaveni; Cos
Название: Topics in Model Validation and Uncertainty Quantification, Volume 5
ISBN: 1489996044 ISBN-13(EAN): 9781489996046
Издательство: Springer
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Цена: 25075.00 р.
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Описание: 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.

Model Validation and Uncertainty Quantification, Volume 3

Автор: H. Sezer Atamturktur; Babak Moaveni; Costas Papadi
Название: Model Validation and Uncertainty Quantification, Volume 3
ISBN: 3319353101 ISBN-13(EAN): 9783319353104
Издательство: Springer
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Цена: 26216.00 р.
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Описание:

Calibration of System Parameters Under Model Uncertainty.- On the Aggregation and Extrapolation of Uncertainty From Component to System Level Models.- Validation of Strongly Coupled Models: A Framework for Resource Allocation.- Fatigue Monitoring in Metallic Structures Using Vibration Measurements.- Uncertainty Propagation in Experimental Modal Analysis.- Quantification of Prediction Bounds Caused by Model Form Uncertainty.- Composite Fuselage Impact Testing and Simulation: A Model Calibration Exercise.- Noise Sensitivity Evaluation of Autoregressive Features Extracted From Structure Vibration.- Uncertainty Quantification and Integration in Multi-level Problems.- Reliability Quantification of High-speed Naval Vessels Based on SHM Data.- Structural Identification Using Response Measurements Under Base Excitation.- Bayesian FE Model Updating in the Presence of Modeling Errors.- Maintenance Planning Under Uncertainties Using a Continuous-state POMDP Framework.- Achieving Robust Design through Statistical Effect Screening.- Automated Modal Parameter Extraction and Statistical Analysis of the New Carquinez Bridge Response to Ambient Excitations.- Evaluation of a Time Reversal Method with Dynamic Time Warping matching function for human Fall Detection Using Structural Vibrations.- Uncertainty Quantification of Identified Modal Parameters Using the Fisher Information Criterion.- Excitation Related Uncertainty in Ambient Vibration Testing of Bridges.- Experiment-based Validation and Uncertainty Quantification of Coupled Multi-scale Plasticity Models.- Model Calibration and Uncertainty Quantification of A600 Blades.- Validation Assessment for Joint Problem Using an Energy Dissipation Model.- A Bayesian Damage Prognosis Approach Applied to Bearing Failure.- Sensitivity Analysis of Beams Controlled by Shunted Piezoelectric Transducers.- A Principal Component Analysis (PCA) Decomposition Based Validation Metric for use with Full Field Measurement Situations.- FEM Calibration With FRF Damping Equalization.- Evaluating Initial Model for Dynamic Model Updating: Criteria and Application.- Evaluating Convergence of Reduced Order Models Using Nonlinear Normal Modes.- Approximate Bayesian Computation for Finite Element Model Updating.- An Efficient Method for the Quantification of the Frequency Domain Statistical Properties of Short Response Time Series of Dynamic Systems.- Quantifying Uncertainty in Modal Parameters Estimated Using Higher Order Time Domain Algorithms.- Detection of Stress-stiffening Effect on Automotive Components.- Approach to Evaluate Uncertainty in Passive and Active Vibration Reduction.- Project-oriented Validation on a Cantilever Beam Under Vibration Active Control.- Inferring structural variability using modal analysis in a Bayesian framework.- Including SN-Curve Uncertainty in Fatigue Reliability Analyses of Wind Turbines.- Robust Design of Notching Profile under Epistemic Model Uncertainties.- Optimal Selection of Calibration and Validation Test Samples Under Uncertainty.- Uncertainty Quantification in Experimental Structural Dynamics Identification of Composite Material Structures.- Analysis of Numerical Errors in Strongly Coupled Numerical Models.- Robust Expansion of Experimental Mode Shapes Under Epistemic Uncertainties.

Linguistic and Cognitive Aspects of Quantification

Автор: Katalin ?. Kiss; Tam?s Z?t?nyi
Название: Linguistic and Cognitive Aspects of Quantification
ISBN: 3030062554 ISBN-13(EAN): 9783030062552
Издательство: Springer
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Цена: 10366.00 р.
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Описание: This volume presents the results of psycholinguistic research into various aspects of the grammar of quantification. The investigations involve children and adults, speakers of different languages, using a variety of experimental paradigms. A shared aspect of the studies is that they present their experimental results as evidence evaluating linguistic theories of quantification. Topics discussed include the interpretation of universal, comparative, and superlative quantifiers, quantifier spreading, scope interaction between pairs of quantifiers and between quantifiers and wh-phrases, distributivity and cumulativity, the interaction of quantifier interpretation with information structure, the disambiguating role of prosody, the functional overlap between universal quantification and perfectivity, and much more. The focus on experimental evidence makes this book essential reading for linguists (syntacticians, semanticists and pragmatists), psycholinguists and psychologists interested in quantification.


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