Active- and transfer-learning applied to microscale-macroscale coupling to simulate viscoelastic flows
Lifei Zhao, Zhen Li, Zhi‐Cheng Wang, Bruce Caswell, Jie Ouyang, George Em Karniadakis
Topics & Concepts
Microscale chemistryViscoelasticityCoupling (piping)Active matterMechanicsStatistical physicsClassical mechanicsPhysicsMaterials scienceThermodynamicsMathematicsMathematics educationCell biologyMetallurgyBiologyRheology and Fluid Dynamics StudiesForce Microscopy Techniques and ApplicationsModel Reduction and Neural Networks