Multi-scale finite element analysis integrated with machine learning for efficient prediction of thermal conductivity in 3D orthogonal woven composites
Guangnan Shi, Yiwei Ouyang, Yi Ren, Ying Chen, Xingwei Li, Jie Xu, Xiaozhou Gong
Topics & Concepts
Finite element methodMaterials scienceThermal conductivityKrigingPython (programming language)Artificial neural networkSupport vector machineComposite materialThermalComputer scienceArtificial intelligenceVolume fractionMachine learningScripting languageMultiscale modelingRepresentative elementary volumeAlgorithmThermal stabilityMechanical engineeringShearing (physics)Computational modelFiberBiological systemMechanical Behavior of CompositesComposite Material MechanicsComposite Structure Analysis and Optimization