Scinovex
Social Sciences → Decision Sciences → Statistics, Probability and Uncertainty

Probabilistic and Robust Engineering Design

This cluster of papers focuses on uncertainty quantification and sensitivity analysis in complex mathematical and computational models. It explores methods such as polynomial chaos, Monte Carlo simulation, and sparse grids to assess and manage uncertainties in various engineering and scientific applications. The research also delves into topics like global sensitivity indices, reliability analysis, stochastic differential equations, and probabilistic design optimization.

75.7K works worldwide1.2M citations
Uncertainty QuantificationSensitivity AnalysisPolynomial ChaosMonte Carlo SimulationReliability AnalysisStochastic Differential EquationsGlobal Sensitivity IndicesSparse GridsLatin Hypercube SamplingProbabilistic Design Optimization

Journals publishing in this area

1Computer Methods in Applied Mechanics and Engineering cover
Computer Methods in Applied Mechanics and Engineering
ISSN 0045-78251,438 articles in this topic
313h-index
2International Journal for Numerical Methods in Engineering cover
International Journal for Numerical Methods in Engineering
ISSN 0029-59811,321 articles in this topic
270h-index
3Mechanical Systems and Signal Processing cover
Mechanical Systems and Signal Processing
ISSN 0888-32701,193 articles in this topic
242h-index
4AIAA Journal cover
AIAA Journal
ISSN 0001-14521,179 articles in this topic
275h-index
5Journal of Sound and Vibration cover
Journal of Sound and Vibration
ISSN 0022-460X1,127 articles in this topic
268h-index
6Journal of Computational Physics cover
Journal of Computational Physics
ISSN 0021-9991809 articles in this topic
411h-index
7Technometrics cover
Technometrics
ISSN 0040-1706802 articles in this topic
500h-index
8Engineering Structures cover
Engineering Structures
ISSN 0141-0296763 articles in this topic
219h-index
9IEEE Transactions on Automatic Control cover
IEEE Transactions on Automatic Control
ISSN 0018-9286576 articles in this topic
474h-index
10
Journal of the American Statistical Association
ISSN 0162-1459454 articles in this topic
648h-index
11Automatica cover
Automatica
ISSN 0005-1098421 articles in this topic
397h-index
12IEEE Transactions on Power Systems cover
IEEE Transactions on Power Systems
ISSN 0885-8950297 articles in this topic
367h-index
13Biometrika cover
Biometrika
ISSN 0006-3444272 articles in this topic
361h-index
14
The Annals of Statistics
ISSN 0090-5364201 articles in this topic
318h-index
15Journal of the Royal Statistical Society Series B (Statistical Methodology) cover
307h-index
16International Journal of Statistics and Applied Mathematics cover
12h-index