Three-Dimensional Field-Scale Coupled Thermo-Hydro-Mechanical Modeling: Parallel Computing Implementation |
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Authors: | Philip James Vardon Peter John Cleall Hywel Rhys Thomas Roger Norman Philp Ioana Banicescu |
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Affiliation: | 1Research Fellow, Geoenvironmental Research Centre, Cardiff School of Engineering, Cardiff Univ., Cardiff, UK (corresponding author). E-mail: VardonPJ@Cardiff.ac.uk 2Lecturer, Geoenvironmental Research Centre, Cardiff School of Engineering, Cardiff Univ., Cardiff, UK. E-mail: Cleall@Cardiff.ac.uk 3Professor and Director, Geoenvironmental Research Centre, Cardiff School of Engineering, Cardiff Univ., Cardiff, UK. E-mail: ThomasHR@Cardiff.ac.uk 4Lecturer, Computer Science, Cardiff Univ., Cardiff, UK. E-mail: Roger.Philp@astro.cf.ac.uk 5Professor, Dept. of Computer Science and Centre for Computational Sciences, Mississippi State Univ., Starkville, MS 39759. E-mail: ioana@CSE.MsState.Edu
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Abstract: | An approach for the simulation of three-dimensional field-scale coupled thermo-hydro-mechanical problems is presented, including the implementation of parallel computation algorithms. The approach is designed to allow three-dimensional large-scale coupled simulations to be undertaken in reduced time. Owing to progress in computer technology, existing parallel implementations have been found to be ineffective, with the time taken for communication dominating any reduction in time gained by splitting computation across processors. After analysis of the behavior of the solver and the architecture of multicore, nodal, parallel computers, modification of the parallel algorithm using a novel hybrid message passing interface/open multiprocessing (MPI/OpenMP) method was implemented and found to yield significant improvements by reducing the amount of communication required. This finding reflects recent enhancements of current high-performance computing architectures. An increase in performance of 500% over existing parallel implementations on current processors was achieved for the solver. An example problem involving the Prototype Repository experiment undertaken by the Swedish Nuclear Fuel and Waste Management Co. [Svensk K?rnbr?nslehantering AB (SKB)] in ?sp?, Sweden, has been presented to demonstrate situations in which parallel computation is invaluable because of the complex, highly coupled nature of the problem. |
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Keywords: | Three-dimensional models Computer analysis Parallel processing Transport phenomena Geotechnical models Soil mechanics Unsaturated soils Computation |
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