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Multiscale modelling and explainable AI for predicting mechanical properties of carbon fibre woven composites with parametric microscale and mesoscale configurations

Chamika Wanasinghe, Shashika Dharmawansha, Nisal Ariyasinghe, Pamith M Ranatunga, Sumudu Herath, Chinthaka Mallikarachchi, D.P.P. Meddage

2025Composite Structures19 citationsDOI

Topics & Concepts

Microscale chemistryMesoscale meteorologyComposite materialMaterials scienceParametric statisticsWoven fabricMicromechanicsMultiscale modelingCarbon fibersComposite numberMathematicsPhysicsMeteorologyMathematics educationStatisticsChemistryComputational chemistryComposite Material MechanicsMechanical Behavior of CompositesManufacturing Process and Optimization
Multiscale modelling and explainable AI for predicting mechanical properties of carbon fibre woven composites with parametric microscale and mesoscale configurations | Litcius