Abstract George Karniadakis
Multiscale Modeling and Simulations of Physical and Biological Systems
Title: Multiscale Modeling and Simulations of Physical and Biological Systems
Presenter: George Em Karniadakis,
Division of Applied Mathematics, Brown University & Department of Mechanical Engineering, MIT & Collaboratory on Mathematics for Mesoscopic Modeling of Materials (CM4), PPNL
A new approach to multiscale modeling of complex systems will be presented using the dissipative particle dynamics (DPD) method, which is a coarse-grained version of molecular dynamics (MD) allowing simulations on larger domains and longer time scales than MD. Domain decomposition algorithms interfacing DPD with MD and the continuum Navier-Stokes equations will also be presented. Examples will be shown from polymer dynamics as well as biocelluar mechanics, including modeling of blood diseases such as malaria and sickle cell anemia , and a big scale multiscale simulations of brain aneurysms (see figure). The correct governing equations of DPD will be derived based on the Mori-Zwanzig formulation including formulations with correlated structures (memory effects).