Home >

news Help

Publication Information


Title
Japanese: 
English:Tree-based mesh-refinement GPU-accelerated tsunami simulator for real-time operation 
Author
Japanese: アルセ アクニヤ マルロン, 青木尊之.  
English: Marlon Arce Acuna, TAKAYUKI AOKI.  
Language English 
Journal/Book name
Japanese:Volume 18, issue 9, P2561-2602 
English:Natural Hazards and Earth System Sciences (NHESS) 
Volume, Number, Page Vol. 18    No. 9    p. 2561-2602
Published date Sept. 21, 2018 
Publisher
Japanese: 
English: 
Conference name
Japanese: 
English: 
Conference site
Japanese: 
English: 
DOI https://doi.org/10.5194/nhess-18-2561-2018
Abstract This paper presents a fast and accurate tsunami real-time operational model to compute across ocean-wide simulations completely on GPU (graphics processing unit). The spherical shallow water equations are solved using the method of characteristics and upwind cubic interpolation to provide high accuracy and stability. A customized, user interactive, tree-based mesh-refinement method is implemented based on distance from the coast and focal areas to generate a memory-efficient domain with resolutions of up to 50m. Three specialized and optimized GPU kernels (Wet, Wall and Inundation) are developed to compute the domain block mesh. Multi-GPU is used to further speed up the computation, and a weighted Hilbert space-filling curve is used to produce a balanced workload. Hindcasting of the 2004 Indonesian tsunami is presented to validate and compare the agreement of the arrival times and main peaks at several gauges. Inundation maps are also produced for Kamala and Hambantota to validate the accuracy of our model. Test runs on three Tesla P100 cards on Tsubame 3.0 could fully simulate 10h in just under 10min wall-clock time.

©2007 Tokyo Institute of Technology All rights reserved.