Multiple-scale uncertainty optimization design of hybrid composite structures based on neural network and genetic algorithm

A multi-scale two-level optimisation strategy integrating a global/local modelling approach for composite structures

(2020) Michele Iacopo Izzi et al.   COMPOSITE STRUCTURES

Mechanical response of negative stiffness truncated-conical shell systems: experiment, numerical simulation and empirical model

(2020) Xiaojun Tan et al.   COMPOSITES PART B-ENGINEERING

Multi-material thermomechanical topology optimization with applications to additive manufacturing: Design of main composite part and its support structure

(2020) Oliver Giraldo-Londoño et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Functionally graded graphene reinforced composite structures: A review

(2020) Shaoyu Zhao et al.   ENGINEERING STRUCTURES

Effect of different preparation methods on mechanical behaviors of carbon fiber-reinforced PEEK-Titanium hybrid laminates

(2020) Chunming Ji et al.   POLYMER TESTING

A two-step combination strategy for significantly enhancing the interfacial adhesion of CF/PPS composites: The liquid-phase oxidation followed by grafting of silane coupling agent

(2020) Jiqiang Hu et al.   COMPOSITES PART B-ENGINEERING

An efficient multiscale surrogate modelling framework for composite materials considering progressive damage based on artificial neural networks

(2020) Shibo Yan et al.   COMPOSITES PART B-ENGINEERING

An active learning method combining deep neural network and weighted sampling for structural reliability analysis

(2020) Zhengliang Xiang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A most probable point method for probability distribution construction

(2020) Yongyong Xiang et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Buckling optimization of blended composite structures using lamination parameters

(2020) Xiaoyang Liu et al.   THIN-WALLED STRUCTURES

Stochastic Multi-Scale Modeling of Carbon Fiber Reinforced Composites with Polynomial Chaos

(2019) Mishal Thapa et al.   COMPOSITE STRUCTURES

Influence of material uncertainties on vibration and bending behaviour of skewed sandwich FGM plates

(2019) Sanjay Singh Tomar et al.   COMPOSITES PART B-ENGINEERING

A review on optimization of composite structures Part II: Functionally graded materials

(2019) S. Nikbakht et al.   COMPOSITE STRUCTURES

Vibration analysis of multi-scale hybrid nanocomposite plates based on a Halpin-Tsai homogenization model

(2019) Farzad Ebrahimi et al.   COMPOSITES PART B-ENGINEERING

Global optimal reliability index of implicit composite laminate structures by evolutionary algorithms

(2019) Gonçalo das Neves Carneiro et al.   STRUCTURAL SAFETY

Topology optimization of functionally-graded lattice structures with buckling constraints

(2019) Bing Yi et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Concurrent topology optimization of multiscale composite structures in Matlab

(2019) Jie Gao et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Uncertainty quantification method for mechanical behavior of C/SiC composite and its experimental validation

(2019) Qiang Yang et al.   COMPOSITE STRUCTURES

Initial failure strength prediction of woven composites using a new yarn failure criterion constructed by deep learning

(2019) Xin Liu et al.   COMPOSITE STRUCTURES

Multi-objective optimization of composite angle grid plates for maximum buckling load and minimum weight using genetic algorithms and neural networks

(2019) Amir Ehsani et al.   COMPOSITE STRUCTURES

Concurrent multi-scale optimization of hybrid composite plates and shells for vibration

(2019) Xiangtao Ma et al.   COMPOSITE STRUCTURES

Buckling assessment of thin-walled plates with uncertain geometrical imperfections based on non-probabilistic field model

(2019) Yangjun Luo et al.   THIN-WALLED STRUCTURES

A fuzzy α-cut optimization analysis for vibration control of laminated composite smart structures under uncertainties

(2018) Marcos D.F. Awruch et al.   APPLIED MATHEMATICAL MODELLING

A review on optimization of composite structures Part I: Laminated composites

(2018) S. Nikbakt et al.   COMPOSITE STRUCTURES

Probabilistic micromechanical spatial variability quantification in laminated composites

(2018) S. Naskar et al.   COMPOSITES PART B-ENGINEERING

Uncertainty quantification in multiscale simulation of woven fiber composites

(2018) Ramin Bostanabad et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Stochastic low-velocity impact on functionally graded plates: Probabilistic and non-probabilistic uncertainty quantification

(2018) P.K. Karsh et al.   COMPOSITES PART B-ENGINEERING

Stochastic optimization of graphite-flax/epoxy hybrid laminated composite for maximum fundamental frequency and minimum cost

(2018) Melih Savran et al.   ENGINEERING STRUCTURES

State of the art of composite structures in non-deterministic framework: A review

(2018) Sanjay Singh Tomar et al.   THIN-WALLED STRUCTURES

Constrained-manufacturable stacking sequence design optimization using an improved global shared-layer blending method and its 98-line Matlab code

(2018) Zhao Jing et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Material optimization of functionally graded plates using deep neural network and modified symbiotic organisms search for eigenvalue problems

(2018) Dieu.T.T. Do et al.   COMPOSITES PART B-ENGINEERING

Efficient design optimization of nonconventional laminated composites using lamination parameters: A state of the art

(2018) Mazen A. Albazzan et al.   COMPOSITE STRUCTURES

Multi-objective optimal design of hybrid composite laminates for minimum cost and maximum fundamental frequency and frequency gaps

(2018) Haichao An et al.   COMPOSITE STRUCTURES

Optimization of laminated composite structure considering uncertainty effects

(2017) Shuvajit Mukherjee et al.   MECHANICS OF ADVANCED MATERIALS AND STRUCTURES

Efficient strategies for reliability-based design optimization of variable stiffness composite structures

(2017) A. Sohouli et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Efficient methodologies for reliability-based design optimization of composite panels

(2016) J. Díaz et al.   ADVANCES IN ENGINEERING SOFTWARE

Multi-objective robust optimisation of unidirectional carbon/glass fibre reinforced hybrid composites under flexural loading

(2016) Mehdi Kalantari et al.   COMPOSITE STRUCTURES

Uncertain natural frequency analysis of composite plates including effect of noise – A polynomial neural network approach

(2016) S. Dey et al.   COMPOSITE STRUCTURES

A hybrid PSO-GA algorithm for optimization of laminated composites

(2016) Elias Saraiva Barroso et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Design optimization and fabrication of a hybrid composite flywheel rotor

(2012) Sung K. Ha et al.   COMPOSITE STRUCTURES

Reliability based optimization of laminated composite structures using genetic algorithms and Artificial Neural Networks

(2011) Herbert Martins Gomes et al.   STRUCTURAL SAFETY

Quantification of uncertainty modelling in stochastic analysis of FRP composites

(2009) Srinivas Sriramula et al.   COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING

Uncertain optimization of composite laminated plates using a nonlinear interval number programming method

(2008) C. Jiang et al.   COMPUTERS & STRUCTURES