{"title":"基于GPU计算的小行星重力场加速度分析","authors":"Fumiya Kono, N. Nakasato, N. Hirata, K. Matsumoto","doi":"10.1109/MCSoC51149.2021.00010","DOIUrl":null,"url":null,"abstract":"Researches with explorations by space probes for asteroids have been performed actively to approach to the origin of the solar system and life. One of methods toward the goal is analyzing structure of solar system bodies by numerical simulation. GFandSlope is a code which calculates the gravitation field, slope, and attraction of given model data for small solar system bodies. When we use the existing sequential computation code, it is inevitable to take large time to analyze high resolution models with different initial conditions. This work achieved to compute several thousands faster than the previous by GPU implementation, which will also boost researches in the field of space science. This paper presents the evaluation of our GPU codes for fast gravitation field analysis and discusses numerical precision in floating point operations on the GPU for practical application.","PeriodicalId":166811,"journal":{"name":"2021 IEEE 14th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Acceleration of Gravitation Field Analysis for Asteroids by GPU Computation\",\"authors\":\"Fumiya Kono, N. Nakasato, N. Hirata, K. Matsumoto\",\"doi\":\"10.1109/MCSoC51149.2021.00010\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Researches with explorations by space probes for asteroids have been performed actively to approach to the origin of the solar system and life. One of methods toward the goal is analyzing structure of solar system bodies by numerical simulation. GFandSlope is a code which calculates the gravitation field, slope, and attraction of given model data for small solar system bodies. When we use the existing sequential computation code, it is inevitable to take large time to analyze high resolution models with different initial conditions. This work achieved to compute several thousands faster than the previous by GPU implementation, which will also boost researches in the field of space science. This paper presents the evaluation of our GPU codes for fast gravitation field analysis and discusses numerical precision in floating point operations on the GPU for practical application.\",\"PeriodicalId\":166811,\"journal\":{\"name\":\"2021 IEEE 14th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC)\",\"volume\":\"13 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 IEEE 14th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/MCSoC51149.2021.00010\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE 14th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MCSoC51149.2021.00010","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Acceleration of Gravitation Field Analysis for Asteroids by GPU Computation
Researches with explorations by space probes for asteroids have been performed actively to approach to the origin of the solar system and life. One of methods toward the goal is analyzing structure of solar system bodies by numerical simulation. GFandSlope is a code which calculates the gravitation field, slope, and attraction of given model data for small solar system bodies. When we use the existing sequential computation code, it is inevitable to take large time to analyze high resolution models with different initial conditions. This work achieved to compute several thousands faster than the previous by GPU implementation, which will also boost researches in the field of space science. This paper presents the evaluation of our GPU codes for fast gravitation field analysis and discusses numerical precision in floating point operations on the GPU for practical application.