It is well known that the standard formulation of the Smoothed Particle Hydrodynamics is usually poor when scattered data distribution is considered or when the approximation near the boundary occurs. Moreover, the method is computational demanding when a high number of data sites and evaluation points are employed. In this paper an enhanced version of the method is proposed improving the accuracy and the efficiency by using a HPC environment. Our implementation exploits the processing power of GPUs for the basic computational kernel resolution. The performance gain demonstrates the method to be accurate and suitable to deal with large sets of data.
Francomano, E., Galletti, A., Marcellino, L., Paliaga, M. (2017). First Experiences on an Accurate SPH Method on GPUs. In Proceedings - The 13th International Conference on SIGNAL IMAGE TECHNOLOGY & INTERNET BASED SYSTEMS (pp. 445-449) [10.1109/SITIS.2017.79].
First Experiences on an Accurate SPH Method on GPUs
Francomano, Elisa
;Paliaga, Marta
2017-01-01
Abstract
It is well known that the standard formulation of the Smoothed Particle Hydrodynamics is usually poor when scattered data distribution is considered or when the approximation near the boundary occurs. Moreover, the method is computational demanding when a high number of data sites and evaluation points are employed. In this paper an enhanced version of the method is proposed improving the accuracy and the efficiency by using a HPC environment. Our implementation exploits the processing power of GPUs for the basic computational kernel resolution. The performance gain demonstrates the method to be accurate and suitable to deal with large sets of data.File | Dimensione | Formato | |
---|---|---|---|
SITIS_GPU.pdf
Solo gestori archvio
Tipologia:
Versione Editoriale
Dimensione
367.4 kB
Formato
Adobe PDF
|
367.4 kB | Adobe PDF | Visualizza/Apri Richiedi una copia |
SITIS_TOC.pdf
Solo gestori archvio
Descrizione: table of contents
Tipologia:
Versione Editoriale
Dimensione
151.43 kB
Formato
Adobe PDF
|
151.43 kB | Adobe PDF | Visualizza/Apri Richiedi una copia |
SITIS_1.pdf
Solo gestori archvio
Descrizione: cover
Tipologia:
Versione Editoriale
Dimensione
107.2 kB
Formato
Adobe PDF
|
107.2 kB | Adobe PDF | Visualizza/Apri Richiedi una copia |
I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.