66 citations · 111 across the 3 of their papers we have counts for
3 papers
physics.comp-ph2020★ 43 cited
Active- and transfer-learning applied to microscale-macroscale coupling to simulate viscoelastic flows
Lifei Zhao, Zhen Li, Zhicheng Wang +3
Active- and transfer-learning are applied to polymer flows for the multiscale discovery of effective constitutive approximations required in viscoelastic flow simulation. The resul…
physics.comp-ph2017★ 66 cited
Active learning of constitutive relation from mesoscopic dynamics for macroscopic modeling of non-Newtonian flows
Lifei Zhao, Zhen Li, Bruce Caswell +2
We simulate complex fluids by means of an on-the-fly coupling of the bulk rheology to the underlying microstructure dynamics. In particular, a macroscopic continuum model of polyme…
q-bio.CB2009★ 2 cited
General coarse-grained red blood cell models: I. Mechanics
Dmitry A. Fedosov, Bruce Caswell, George E. Karniadakis
We present a rigorous procedure to derive coarse-grained red blood cell (RBC) models, which lead to accurate mechanical properties of realistic RBCs. Based on a semi-analytic theor…