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Multi-scale uncertainty quantification of composite laminated plate considering random and interval variables with data driven PCE method
16 references·8 citing·47 second hopsampled
Multi-scale uncertainty quantification of composite laminated plate considering random and interval variables with data driven PCE method (2020)Multi-scale uncertainty quantification of…Stochastic multi-scale modeling of carbon fiber reinforced composites with polynomial chaos (2019)Stochastic multi-scale modeli…Comparison of the reliability-based and safety factor methods for structural design (2019)Comparison of the reliability…An iterative dimension-by-dimension method for structural interval response prediction with multidimensional uncertain variables (2019)An iterative dimension-by-dim…Uncertainty quantification in multiscale simulation of woven fiber composites (2018)Uncertainty quantification in…State of the art of composite structures in non-deterministic framework: A review (2018)State of the art of composite…Probabilistic micromechanical spatial variability quantification in laminated composites (2018)Probabilistic micromechanical…Uncertainty propagation of p-boxes using sparse polynomial chaos expansions (2017)Uncertainty propagation of p-…Metamodel based high-fidelity stochastic analysis of composite laminates: A concise review with critical comparative assessment (2017)Metamodel based high-fidelity…Complete monotonic expression of the fourth-moment normal transformation for structural reliability (2017)Complete monotonic expression…Stochastic free vibration analysis of laminated composite plates using polynomial correlated function expansion (2015)Stochastic free vibration ana…Polynomial chaos expansion with random and fuzzy variables (2015)Polynomial chaos expansion wi…Fuzzy uncertainty propagation in composites using Gram–Schmidt polynomial chaos expansion (2015)Fuzzy uncertainty propagation…Data-driven uncertainty quantification using the arbitrary polynomial chaos expansion (2012)Data-driven uncertainty quant…Reliability in composites – A selective review and survey of current development (2011)Reliability in composites – A…Reliability based optimization of laminated composite structures using genetic algorithms and Artificial Neural Networks (2011)Reliability based optimizatio…A critical reliability evaluation of fibre reinforced composite materials based on probabilistic micro and macro-mechanical analysis (2010)A critical reliability evalua…Kriging-based uncertainty optimization of vibration characteristics for laminated elliptical shells considering material and load uncertainties (2025)Kriging-based uncertainty opt…Manifold learning-assisted uncertainty quantification of system parameters in the fiber metal laminates hot forming process (2024)Manifold learning-assisted un…Data-driven approach for uncertainty quantification and risk analysis of composite cylindrical shells for underwater vehicles (2023)Data-driven approach for unce…A multiscale uncertainty propagation method for dynamic analysis of laminated FRP composite plates with hybrid random and interval uncertainties (2023)A multiscale uncertainty prop…Two-stage risk-averse stochastic programming approach for multi-item single source ordering problem: CVaR minimisation with transportation cost (2022)Two-stage risk-averse stochas…Bounds of mechanical properties of fibre reinforced polymer composites with hybrid random and interval uncertainties (2022)Bounds of mechanical properti…An improved first order approximate reliability analysis method for uncertain structures based on evidence theory (2021)An improved first order appro…Stochastic isogeometric analysis for the linear stability assessment of plate structures using a Kriging enhanced Neural Network (2020)Stochastic isogeometric analy…Some New Three Level Designs for the Study of Quantitative Variables (1960)Exact and Invariant Second-Moment Code Format (1974)Stochastic Finite Elements: A Spectral Approach (1991)Simulation-based time-dependent reliability analysis for composite hydrokinetic turbine blades (2012)Uncertainties propagation in metamodel-based probabilistic optimization of 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uncertainty in micromechanical properties (2016)Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates (2001)The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations (2002)An introduction to sensitivity assessment of simulation models (2015)Review of Polynomial Chaos-Based Methods for Uncertainty Quantification in Modern Integrated Circuits (2018)Reliability analysis with stratified importance sampling based on adaptive Kriging (2020)Fuzzy sets (1965)Fuzzy sets (1996)On quantifying the effect of noise in surrogate based stochastic free vibration analysis of laminated composite shallow shells (2016)Probabilistic characterisation for dynamics and stability of laminated soft core sandwich plates (2017)Design and Analysis of Computer Experiments (1989)A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)A general frame for uncertainty propagation under multimodally distributed random variables (2020)Basic Framework and Main Methods of Uncertainty Quantification (2020)An extended polynomial chaos expansion for PDF characterization and variation with aleatory and epistemic uncertainties (2021)Response Surface Methodology: Process and Product Optimization Using Designed Experiments (1996)Stochastic dynamic analysis of twisted functionally graded plates (2018)Reliability-based buckling optimization with an accelerated Kriging metamodel for filament-wound variable angle tow composite cylinders (2020)Recent Advances in Surrogate Modeling Methods for Uncertainty Quantification and Propagation (2022)Practical Bayesian Optimization of Machine Learning Algorithms (2012)An estimation variance reduction-guided adaptive Kriging method for efficient time-variant structural reliability analysis (2022)Multi-fidelity machine learning based uncertainty quantification of progressive damage in composite laminates through optimal data fusion (2023)Recent advances in uncertainty quantification in structural response characterization and system identification (2023)Random Fields: Analysis and Synthesis (1983)Optimal Discretization of Random Fields (1993)General foundations of high‐dimensional model representations (1999)Effect of delamination on the stochastic natural frequencies of composite laminates (2018)Stochastic low-velocity impact on functionally graded plates: Probabilistic and non-probabilistic uncertainty quantification (2018)Machine learning aided stochastic structural free vibration analysis for functionally graded bar-type structures (2019)Error and uncertainty in modeling and simulation (2002)A process-performance coupled design method for hot-stamped tailor rolled blank structure (2019)Reliability optimization design for composite laminated plate considering multiple types of uncertain parameters (2020)A combined machine learning and numerical approach for evaluating the uncertainty of 3D angle-interlock woven composites (2022)
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References

  • 2012Data-driven uncertainty quantification using the arbitrary polynomial chaos expansion451 cited
  • 2011Reliability in composites – A selective review and survey of current development165 cited
  • 2010A critical reliability evaluation of fibre reinforced composite materials based on probabilistic micro and macro-mechanical analysis153 cited
  • 2017Metamodel based high-fidelity stochastic analysis of composite laminates: A concise review with critical comparative assessment144 cited
  • 2018Uncertainty quantification in multiscale simulation of woven fiber composites131 cited
  • 2011Reliability based optimization of laminated composite structures using genetic algorithms and Artificial Neural Networks113 cited
  • 2015Fuzzy uncertainty propagation in composites using Gram–Schmidt polynomial chaos expansion86 cited
  • 2018Probabilistic micromechanical spatial variability quantification in laminated composites75 cited
  • 2017Uncertainty propagation of p-boxes using sparse polynomial chaos expansions72 cited
  • 2018State of the art of composite structures in non-deterministic framework: A review72 cited
  • 2017Complete monotonic expression of the fourth-moment normal transformation for structural reliability71 cited
  • 2019An iterative dimension-by-dimension method for structural interval response prediction with multidimensional uncertain variables65 cited
  • 2019Stochastic multi-scale modeling of carbon fiber reinforced composites with polynomial chaos

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64 cited
  • 2019Comparison of the reliability-based and safety factor methods for structural design63 cited
  • 2015Stochastic free vibration analysis of laminated composite plates using polynomial correlated function expansion54 cited
  • 2015Polynomial chaos expansion with random and fuzzy variables52 cited
  • Cited by

    • 2021An improved first order approximate reliability analysis method for uncertain structures based on evidence theory34 cited
    • 2022Bounds of mechanical properties of fibre reinforced polymer composites with hybrid random and interval uncertainties21 cited
    • 2022Two-stage risk-averse stochastic programming approach for multi-item single source ordering problem: CVaR minimisation with transportation cost18 cited
    • 2025Kriging-based uncertainty optimization of vibration characteristics for laminated elliptical shells considering material and load uncertainties16 cited
    • 2020Stochastic isogeometric analysis for the linear stability assessment of plate structures using a Kriging enhanced Neural Network16 cited
    • 2023A multiscale uncertainty propagation method for dynamic analysis of laminated FRP composite plates with hybrid random and interval uncertainties14 cited
    • 2024Manifold learning-assisted uncertainty quantification of system parameters in the fiber metal laminates hot forming process12 cited
    • 2023Data-driven approach for uncertainty quantification and risk analysis of composite cylindrical shells for underwater vehicles11 cited