Journal Title:International Journal For Uncertainty Quantification
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.
《国际不确定性量化杂志》传播在存在不确定性的情况下复杂系统的分析、建模、设计和控制领域的永久兴趣信息。该杂志力求强调跨随机分析、统计建模和科学计算的方法。感兴趣的系统由可能具有多尺度特征的微分方程控制。特别感兴趣的主题包括不确定性的表示、跨尺度的不确定性传播、解决维度灾难、随机 PDE 的长期积分、构建随机模型的数据驱动方法、预测计算科学的验证、验证和不确定性量化,以及高维空间中不确定性的可视化。贝叶斯计算和机器学习技术也很有趣,例如在随机多尺度系统的背景下,用于模型选择/分类和决策。特别鼓励有关现代实验和建模方法与预测科学的动态耦合的报告。在物理和生物科学的所有领域应用不确定性量化都是合适的。
大类学科 | 小类学科 | 分区 | Top期刊 | 综述期刊 |
工程技术 | ENGINEERING, MULTIDISCIPLINARY 工程:综合 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS 数学跨学科应用 | 4区 | 是 | 是 |
大类学科 | 小类学科 | 分区 |
工程技术 | ENGINEERING, MULTIDISCIPLINARY 工程:综合 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS 数学跨学科应用 | 4区 |
期刊名称 | 领域 | 中科院分区 | 影响因子 |
Applicable Algebra In Engineering Communication And Computing | 工程技术 | 4区 | 0.700 |
Revista Romana De Materiale-romanian Journal Of Materials | 工程技术 | 4区 | 0.700 |
Lasers In Engineering | 工程技术 | 4区 | 0.500 |
Science And Technology For The Built Environment | 工程技术 | 4区 | 1.900 |
Numerical Heat Transfer Part B-fundamentals | 工程技术 | 4区 | 1.000 |
Numerical Heat Transfer Part B-fundamentals | 工程技术 | 4区 | 1.000 |