Litcius/Paper detail

Stochastic interpretable machine learning based multiscale modeling in thermal conductivity of Polymeric graphene-enhanced composites

Bokai Liu, Weizhuo Lu, Thomas Olofsson, Xiaoying Zhuang, Timon Rabczuk

2023Composite Structures122 citationsDOIOpen Access PDF

Topics & Concepts

Artificial neural networkThermal conductivityMultiscale modelingGradient boostingFinite element methodComputer scienceArtificial intelligenceBoosting (machine learning)Machine learningContext (archaeology)Representative elementary volumeMaterials scienceRandom forestComposite materialEngineeringStructural engineeringGeologyChemistryPaleontologyComputational chemistryThermal properties of materialsComposite Material MechanicsProbabilistic and Robust Engineering Design