Scattering-Informed Microstructure Prediction during Lagrangian Evolution (SIMPLE)—a data-driven framework for modeling complex fluids in flow
Charles D. Young, Patrick T. Corona, Anukta Datta, Matthew E. Helgeson, Michael D. Graham
Topics & Concepts
Flow (mathematics)RheologyStatistical physicsConstitutive equationScatteringMechanicsComputer scienceClassical mechanicsPhysicsArtificial intelligenceOpticsFinite element methodThermodynamicsRheology and Fluid Dynamics StudiesModel Reduction and Neural NetworksFluid Dynamics and Vibration Analysis