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Uncertainty quantification in multiscale simulation of woven fiber composites · Study

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ArticleUncertainty quantification in multiscale simulation of woven fiber composites

Ramin Bostanabad2018

OA

Articlebronze2018

Uncertainty quantification in multiscale simulation of woven fiber composites

Ramin Bostanabad · Biao Liang · Jiaying Gao · Wing Kam Liu · Jian Cao · Danielle Zeng +4 more

131 citations·0/0 files stored·Computer Methods in Applied Mechanics and Engineering

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Probabilistic and Robust Engineering Design Advanced Multi-Objective Optimization Algorithms Composite Material Mechanics

Abstract

No abstract was published for this record.

Citations in this library

Stored only when both papers are in the corpus — 131 citations exist upstream.

References

1989Design and Analysis of Computer Experiments 2012Practical Bayesian Optimization of Machine Learning Algorithms 1991Stochastic Finite Elements: A Spectral Approach 1990The origins of kriging 2007Everything You Always Wanted to Know about Copula Modeling but Were Afraid to Ask 2003Modelling Dependence with Copulas and Applications to Risk Management 2008The stochastic finite element method: Past, present and future 2005Use of Kriging Models to Approximate Deterministic Computer Models

Cited by

2022An estimation variance reduction-guided adaptive Kriging method for efficient time-variant structural reliability analysis 2023Multi-fidelity machine learning based uncertainty quantification of progressive damage in composite laminates through optimal data fusion 2023Recent advances in uncertainty quantification in structural response characterization and system identification 2020Reliability optimization design for composite laminated plate considering multiple types of uncertain parameters 2020Multi-scale uncertainty quantification of composite laminated plate considering random and interval variables with data driven PCE method

Details

Year2018

Typearticle

Published2018-05-05

VenueComputer Methods in Applied Mechanics and Engineering

ISSN-L0045-7825

Languageen

Citations131

Files0 public / 0

ShelfProbabilistic and Robust Engineering Design

Identifiers

doi10.1016/j.cma.2018.04.024

openalex_workW2801850167

Links

Imported from OpenAlex (CC0) — nothing here is generated.

2023Stochastic multiscale modeling for quantifying statistical and model errors with application to composite materials

2022A combined machine learning and numerical approach for evaluating the uncertainty of 3D angle-interlock woven composites

2020Uncertainty Quantification of Mode Shape Variation Utilizing Multi-Level Multi-Response Gaussian Process