A machine learning-based multi-scale computational framework for granular materials
Shaoheng Guan, Tongming Qu, Y.T. Feng, Gang Ma, Wei Zhou
Topics & Concepts
Finite element methodSolid mechanicsComputer scienceResamplingMachine learningGaussian processProcess (computing)Granular materialArtificial intelligenceGaussianAlgorithmMaterials scienceEngineeringStructural engineeringPhysicsComposite materialOperating systemQuantum mechanicsModel Reduction and Neural NetworksDrilling and Well EngineeringHydraulic Fracturing and Reservoir Analysis