Cristofaro, Marco and Wendler, Johannes and Huismann, Immo and Rempke, Arne (2024) Accelerating the FlowSimulator: Mesh Deformation Performance Enhancement through Mixed Precisions. In: 9th European Congress on Computational Methods in Applied Sciences and Engineering, ECCOMAS CONGRESS 2024. ECCOMAS 2024, 2024-06-03 - 2024-06-07, Lissabon, Portugal. doi: 10.23967/eccomas.2024.146.
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Official URL: https://www.scipedia.com/public/Cristofaro_et_al_2024a
Abstract
This study investigates the performance enhancement of mesh deformation processes on High-Performance Computing systems through the integration of mixed precision techniques. The linear system, derived from the elastic analogy theory, is solved with iterative methods provided by the library Spliss. Reducing the memory size occupied by floating-point values, i.e. switching from double- to single-precision, at key points of the linear solver algorithm yields a noteworthy reduction in runtime without compromising the accuracy of the solution. Through industrial relevant numerical experiments, the feasibility and benefits of this approach in the context of mesh deformation problems in aeroelastic simulations are presented. In conjunction with algebraic multi-grid methods, mixed precision techniques increase the industrialization readiness level of mesh deformation methods based on the elastic analogy theory. These findings offer valuable performance enhancements for High-Performance Computing simulations within the aerospace industry.
Item URL in elib: | https://elib.dlr.de/205162/ | ||||||||||||||||||||
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Document Type: | Conference or Workshop Item (Speech) | ||||||||||||||||||||
Title: | Accelerating the FlowSimulator: Mesh Deformation Performance Enhancement through Mixed Precisions | ||||||||||||||||||||
Authors: |
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Date: | October 2024 | ||||||||||||||||||||
Journal or Publication Title: | 9th European Congress on Computational Methods in Applied Sciences and Engineering, ECCOMAS CONGRESS 2024 | ||||||||||||||||||||
Refereed publication: | No | ||||||||||||||||||||
Open Access: | Yes | ||||||||||||||||||||
Gold Open Access: | No | ||||||||||||||||||||
In SCOPUS: | No | ||||||||||||||||||||
In ISI Web of Science: | No | ||||||||||||||||||||
DOI: | 10.23967/eccomas.2024.146 | ||||||||||||||||||||
Status: | Published | ||||||||||||||||||||
Keywords: | Mesh Deformation, Elastic Analogy, FEM, Linear Solvers, HPC | ||||||||||||||||||||
Event Title: | ECCOMAS 2024 | ||||||||||||||||||||
Event Location: | Lissabon, Portugal | ||||||||||||||||||||
Event Type: | international Conference | ||||||||||||||||||||
Event Start Date: | 3 June 2024 | ||||||||||||||||||||
Event End Date: | 7 June 2024 | ||||||||||||||||||||
HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||||||
HGF - Program: | Aeronautics | ||||||||||||||||||||
HGF - Program Themes: | Air Transportation and Impact | ||||||||||||||||||||
DLR - Research area: | Aeronautics | ||||||||||||||||||||
DLR - Program: | L AI - Air Transportation and Impact | ||||||||||||||||||||
DLR - Research theme (Project): | L - Air Transport Operations and Impact Assessment | ||||||||||||||||||||
Location: | Dresden | ||||||||||||||||||||
Institutes and Institutions: | Institute of Software Methods for Product Virtualization > High Perfomance Computing | ||||||||||||||||||||
Deposited By: | Cristofaro, PhD Marco | ||||||||||||||||||||
Deposited On: | 15 Jul 2024 11:24 | ||||||||||||||||||||
Last Modified: | 15 Nov 2024 21:16 |
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