Machine learning for accelerating macroscopic parameters prediction for poroelasticity problem in stochastic media
Maria Vasilyeva, Aleksey Tyrylgin
Topics & Concepts
Homogenization (climate)Microscale chemistryArtificial neural networkGridFinite element methodMathematicsConvolutional neural networkMathematical optimizationMatrix (chemical analysis)Stochastic neural networkComputer scienceApplied mathematicsPoromechanicsAlgorithmArtificial intelligencePorous mediumGeometryRecurrent neural networkBiologyGeotechnical engineeringComposite materialPorosityMathematics educationPhysicsThermodynamicsMaterials scienceEcologyEngineeringBiodiversityAdvanced Mathematical Modeling in EngineeringComposite Material MechanicsAdvanced Numerical Methods in Computational Mathematics