(72c) Simulation of Nano-Confined Fluids and Colloids Using GPUs
AIChE Annual Meeting
2011
2011 Annual Meeting
Computational Molecular Science and Engineering Forum
Beyond Standard Hardware: GPUs, Cloud Computing and Crowdsourcing
Monday, October 17, 2011 - 1:02pm to 1:18pm
The nano-confinement of fluids and/or colloids is a particularly interesting problem with applications ranging from lubrication in computer hard drives to gas adsorption in industrial processes. Understanding the fundamental properties, dynamics, structures, and phase transitions of nano-confined systems is of great importance to the design and engineering of these varied systems and is an area where simulation has been widely applied [1]. In this work we perform MD simulations of nano-confined fluids using the HOOMD-Blue simulation package, optimized to run on graphical processing units (GPUs) [2]. We find single GPU performance equivalent to 64+ commodity processors, allowing for the rapid exploration of a wide range of parameters and the simulation of a large number of statistical measures for each statepoint. Here, we report the behavior and GPU performance of a variety of different fluid models, ranging from simple isotropic Lennard-Jones spheres to anisotropic fluids to detailed polymer models.
* Funding and computational support provided by the U.S. Civilian Research and Development Foundation, Award Number UKC1-9201-LV-09 and the Keeneland GPU cluster as part of the the National Institute for Computational Sciences, project-ID UT-TNEDU014.
[1] Cummings PT, Docherty H, Iacovella CR, Singh JK, Phase transitions in nanoconfined fluids: The evidence from simulation and theory, AICHE Journal, 56 (4), 2010
[2] Anderson JA, Lorenz, CD, Travesset A, General purpose molecular dynamics simulations fully implemented on graphics processing units, Journal of Computational Physics, 227, (2008)