Multiprocessing for the Particle Tracking Model MODPATH

Perez-illanes, Rodrigo; Fernandez-Garcia, Daniel

Abstract

Particle tracking has several important applications for solute transport studies in aquifer systems. Travel time distribution at observation points, particle coordinates in time and streamlines are some practical results providing information of expected transport patterns and interaction with boundary conditions. However, flow model complexity and simultaneous displacement of multiple particle groups leads to rapid increase of computational requirements. MODPATH is a particle tracking engine for MODFLOW models and source code displays potential for parallel processing of particles. This article addresses the implementation of this feature with the OpenMP library. Two synthetic aquifer applications are employed for performance tests on a desktop computer with increasing number of particles. Speed up analysis shows that dynamic thread scheduling is preferable for highly heterogeneous flows, providing processing adaptivity to the presence of slow particles. In simulations writing particles position in time, thread exclusive output files lead to higher speed up factors. Results show that above a threshold number of particles, simulation runtimes become independent of flow model grid complexity and are controlled by the large number of particles, then parallel processing reduces simulation runtimes for the particle tracking model MODPATH.Article impact statement: Parallel particles processing for MODPATH using the OpenMP library

Más información

Título según WOS: ID WOS:000899109800001 Not found in local WOS DB
Título de la Revista: GROUNDWATER
Volumen: 61
Número: 5
Editorial: Wiley
Fecha de publicación: 2023
Página de inicio: 733
Página final: 742
DOI:

10.1111/gwat.13279

Notas: ISI