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Data-driven intelligent optimisation of discontinuous composites
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
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On bayesian methods for seeking the extremum
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Multi-objective Optimization
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On Bayesian Methods for Seeking the Extremum
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Application of Bayesian approach to numerical methods of global and stochastic optimization
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Weibull analysis of strength-length relationships in single Nicalon SiC fibres
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Composite materials for aerospace applications
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Automatised selection of load paths to construct reduced-order models in computational damage micromechanics: from dissipation-driven random selection to Bayesian optimization
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IJCAI-83: International joint conference on artificial intelligence
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On the single fibre pull-out problem: effect of loading method
inferredcites →https://doi.org/10.1016/j.camwa.2011.11.057openalex-snapshot
Comparison of multi-objective optimization methodologies for engineering applications
inferredcites →https://doi.org/10.1016/j.carbon.2007.11.001openalex-snapshot
Tensile properties of ultrahigh strength PAN-based, ultrahigh modulus pitch-based and high ductility pitch-based carbon fibers
inferredcites →https://doi.org/10.1016/j.commatsci.2012.05.067openalex-snapshot
Establishing size effects in discontinuous fibre composites using 2D finite element analysis
inferredcites →https://doi.org/10.1016/j.compositesa.2014.06.005openalex-snapshot
A novel manufacturing method for aligned discontinuous fibre composites (High Performance-Discontinuous Fibre method)
inferredcites →https://doi.org/10.1016/j.compositesa.2014.11.004openalex-snapshot
Pseudo-ductility and damage suppression in thin ply CFRP angle-ply laminates
inferredcites →https://doi.org/10.1016/j.compositesa.2015.02.014openalex-snapshot
Pseudo-ductility in intermingled carbon/glass hybrid composites with highly aligned discontinuous fibres
inferredcites →https://doi.org/10.1016/j.compositesa.2016.04.014openalex-snapshot
Hybrid effects in thin ply carbon/glass unidirectional laminates: Accurate experimental determination and prediction
inferredcites →https://doi.org/10.1016/j.compositesa.2017.11.005openalex-snapshot
Hierarchical pseudo-ductile hybrid composites combining continuous and highly aligned discontinuous fibres
inferredcites →https://doi.org/10.1016/j.compositesa.2017.11.028openalex-snapshot
Exploring the pseudo-ductility of aligned hybrid discontinuous composites using controlled fibre-type arrangements
inferredcites →https://doi.org/10.1016/j.compscitech.2017.01.027openalex-snapshot
Semi-analytical simulation of aligned discontinuous composites
inferredcites →https://doi.org/10.1016/j.compscitech.2017.02.028openalex-snapshot
Aligned discontinuous intermingled reclaimed/virgin carbon fibre composites for high performance and pseudo-ductile behaviour in interlaminated carbon-glass hybrids
inferredcites →https://doi.org/10.1016/j.compscitech.2017.08.017openalex-snapshot
Modelling hybrid effects on the stiffness of aligned discontinuous composites with hybrid fibre-types
inferredcites →https://doi.org/10.1016/j.compscitech.2017.12.007openalex-snapshot
Virtual testing framework for hybrid aligned discontinuous composites
inferredcites →https://doi.org/10.1016/j.neucom.2017.04.075openalex-snapshot
Artificial neural networks used in optimization problems
inferredcites →https://doi.org/10.1016/j.procs.2015.09.207openalex-snapshot
A Bayesian Optimization-based Evolutionary Algorithm for Flexible Job Shop Scheduling
inferredcites →https://doi.org/10.1016/s0008-6223(00)00232-3openalex-snapshot
A comparative analysis of alternative models to predict the tensile strength of untreated and surface oxidised carbon fibers
inferredcites →https://doi.org/10.1016/s0266-3538(99)00110-4openalex-snapshot
On steady-state fibre pull-outI The stress field
inferredcites →https://doi.org/10.1016/s1359-835x(00)00109-3openalex-snapshot
Effects of plasma oxidation on the surface and interfacial properties of ultra-high modulus carbon fibres
inferredcites →https://doi.org/10.1016/s1359-835x(99)00003-2openalex-snapshot
Weak link scaling analysis of high-strength carbon fibre
inferredcites →https://doi.org/10.1023/a:1004467226248openalex-snapshot
On the Effects of Surface Treatments on the Mechanical Strength of Carbon Fibres
inferredcites →https://doi.org/10.1023/a:1008306431147openalex-snapshot
Efficient Global Optimization of Expensive Black-Box Functions
inferredcites →https://doi.org/10.1023/a:1012771025575openalex-snapshot
A Taxonomy of Global Optimization Methods Based on Response Surfaces
inferredcites →https://doi.org/10.1038/s41598-017-05723-0openalex-snapshot
Rapid Bayesian optimisation for synthesis of short polymer fiber materials
inferredcites →https://doi.org/10.1061/(asce)0733-9445(1993)119:3(794)openalex-snapshot
Multiobjective Optimization of Prestressed Concrete Structures
inferredcites →https://doi.org/10.1080/00218460008029295openalex-snapshot
Adhesion: Comparison Between Physico-chemical Expected and Measured Adhesion of Oxygen-plasma-treated Carbon Fibers and Polycarbonate
inferredcites →https://doi.org/10.1088/1757-899x/139/1/012010openalex-snapshot
Mechanisms to create high performance pseudo-ductile composites
inferredcites →https://doi.org/10.1109/tit.2011.2182033openalex-snapshot
Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting
inferredcites →https://doi.org/10.1177/0021998319862855openalex-snapshot
The influence of variability and defects on the mechanical performance of tailorable composites
inferredcites →https://doi.org/10.2514/8.6248openalex-snapshot
Structural Significance of Ductility in Aerospace Pressure Vessels
inferredcites →https://doi.org/10.3390/ma12111794openalex-snapshot
Quasi-Isotropic and Pseudo-Ductile Highly Aligned Discontinuous Fibre Composites Manufactured with the HiPerDiF (High Performance Discontinuous Fibre) Technology
inferredcites →https://doi.org/10.48550/arxiv.1101.3501openalex-snapshot
Convergence rates of efficient global optimization algorithms
inferredcites →https://doi.org/10.48550/arxiv.1206.2944openalex-snapshot
Practical Bayesian Optimization of Machine Learning Algorithms
inferredcites →https://doi.org/10.7551/mitpress/11474.003.0014openalex-snapshot
Neural Information Processing Systems
inferredcites →https://doi.org/10.7551/mitpress/3206.001.0001openalex-snapshot
Gaussian Processes for Machine Learning
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.2139/ssrn.4872088openalex-extracted
Bayesian Multi-Scale Modelling of Hydrogen Permeation in Fibre-Reinforced Polymer Composites
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Transfer learning enhanced nonlocal energy-informed neural network for quasi-static fracture in rock-like materials
inferred← citeshttps://doi.org/10.1016/j.compositesa.2024.108029openalex-snapshot
High performance ductile and pseudo-ductile polymer matrix composites: A review
inferred← citeshttps://doi.org/10.1016/j.compositesb.2021.109347openalex-snapshot
A data-driven Bayesian optimisation framework for the design and stacking sequence selection of increased notched strength laminates
inferred← citeshttps://doi.org/10.1016/j.compositesb.2025.112795openalex-snapshot
Multi-scale stochastic study of glass fiber sizing effects in automotive structural sheet molding compounds
inferred← citeshttps://doi.org/10.1016/j.jcomc.2025.100630openalex-snapshot
Bayesian modelling approach to hydrogen permeation in fibre-reinforced polymer composites
inferred← citeshttps://doi.org/10.1016/j.rineng.2024.102586openalex-snapshot
Stacking sequence optimization of composite laminates for maximum fundamental frequency using Bayesian optimization computational framework
inferred← citeshttps://doi.org/10.1109/khpiweek51551.2020.9250070openalex-snapshot
The data-driven approach for prediction of yield function of composites
inferred← citeshttps://doi.org/10.2514/6.2022-4037openalex-snapshot
A mixed-categorical data-driven approach for prediction and optimization of hybrid discontinuous composites performance
inferred← citeshttps://doi.org/10.3390/jcs8080318openalex-snapshot
A Review on the Modelling of Aligned Discontinuous Fibre Composites
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