13 citations · 42 across the 10 of their papers we have counts for
11 papers
Data-Driven Modeling of Geometry-Adaptive Steady Heat Transfer based on Convolutional Neural Networks: Heat Convection
Jiang-Zhou Peng, Xianglei Liu, Nadine Aubry +2
In this paper, based on neural networks, we develop a data-driven model for extremely fast prediction of steady-state heat convection of a hot object with arbitrary complex geometr…
Data-Driven Modeling of Geometry-Adaptive Steady Heat Transfer based on Convolutional Neural Networks: Heat Conduction
Jiang-Zhou Peng, Xianglei Liu, Nadine Aubry +2
Numerical simulation of steady-state heat conduction is common for thermal engineering. The simulation process usually involves mathematical formulation, numerical discretization a…
A non-linear fluid suspension model for blood flow
Wei-Tao Wu, Nadine Aubry, James F. Antaki +1
Motivated by the complex rheological behaviors observed in small/micro scale blood vessels, such as the Fahraeus effect, plasma-skimming, shear-thinning, etc., we develop a non-lin…
Transport of platelets induced by red blood cells based on mixture theory
Wei-Tao Wu, Nadine Aubry, James F. Antaki +1
Thrombosis is a common complication following the surgical implantation of blood contacting devices, and is strongly influenced by the phenomenon of near-wall enrichment of platele…
Normal stress effects in the gravity driven flow of granular materials
Wei-Tao Wu, Nadine Aubry, James F. Antaki +1
In this paper, we study the fully developed gravity-driven flow of granular materials between two inclined planes. We assume that the granular materials can be represented by a mod…
Multi-Constituent Simulation of Thrombus Deposition
Wei-Tao Wu, Megan A. Jamiolkowski, William R. Wagner +3
In this paper, we present a spatio-temporal mathematical model for simulating the formation and growth of a thrombus. Blood is treated as a multi-constituent mixture comprised of a…