International Journal for Uncertainty Quantification
期刊ISSN: 2152-5080
E-ISSN: 2152-5099
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自引率: 3.4%
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ENGINEERING, MULTIDISCIPLINARY
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期刊简介
The International Journal for Uncertainty Quantification disseminates information of permanent interest in the areas of analysis, modeling, design and control of complex systems in the presence of uncertainty. The journal seeks to emphasize methods that cross stochastic analysis, statistical modeling and scientific computing. Systems of interest are governed by differential equations possibly with multiscale features. Topics of particular interest include representation of uncertainty, propagation of uncertainty across scales, resolving the curse of dimensionality, long-time integration for stochastic PDEs, data-driven approaches for constructing stochastic models, validation, verification and uncertainty quantification for predictive computational science, and visualization of uncertainty in high-dimensional spaces. Bayesian computation and machine learning techniques are also of interest for example in the context of stochastic multiscale systems, for model selection/classification, and decision making. Reports addressing the dynamic coupling of modern experiments and modeling approaches towards predictive science are particularly encouraged. Applications of uncertainty quantification in all areas of physical and biological sciences are appropriate.
出版信息
出版商
Begell House Inc.
涉及的研究方向
ENGINEERING, MULTIDISCIPLINARY-MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
年文章数
28
出版国家或地区
UNITED STATES
是否OA
Cite Score相关
Cite Score SJR SNIP 排名
4.2 0.443 0.727
学科
大类学科:Mathematics
小类学科:Discrete Mathematics and Combinatorics
分区
Q1
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大类学科:Mathematics
小类学科:Statistics and Probability
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Q1
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大类学科:Mathematics
小类学科:Control and Optimization
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Q1
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大类学科:Mathematics
小类学科:Modeling and Simulation
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Q2
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