Data-driven selection of constitutive models via rheology-informed neural networks (RhINNs)
Milad Saadat, Mohammadamin Mahmoudabadbozchelou, Safa Jamali
Topics & Concepts
RheologyConstitutive equationArtificial neural networkComputer scienceExperimental dataModel selectionArtificial intelligenceData setRange (aeronautics)Set (abstract data type)Selection (genetic algorithm)Data miningMachine learningAlgorithmMathematicsEngineeringStatisticsMaterials scienceFinite element methodStructural engineeringProgramming languageComposite materialAerospace engineeringModel Reduction and Neural NetworksRheology and Fluid Dynamics StudiesLattice Boltzmann Simulation Studies