Bibliograph. Daten | Künzel, Sebastian: Design and implementation of a GPU-based simulation- and analysis-environment for dynamical systems. Universität Stuttgart, Fakultät Informatik, Elektrotechnik und Informationstechnik, Masterarbeit Nr. 35 (2022). 107 Seiten, englisch.
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Kurzfassung | In this thesis, a high-performance GPU-based simulation- and analysis-environment for dynamical systems is designed, implemented, and tested. Computation is optimized on the basis of the GPU hardware architecture. Minimal task-specific simulation programs are created using runtime compilation. Scan execution and analysis methods are designed and optimized for massive parallelization and integrated into a modular, efficient, scalable, and streamlined architecture. The new program is tested for performance and result accuracy. The impact of floating-point inaccuracy is discussed and shows how the current implementation of AnTGPU can mitigate this problem.
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Volltext und andere Links | Volltext
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Abteilung(en) | Universität Stuttgart, Institut für Parallele und Verteilte Systeme, Anwendersoftware
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Betreuer | Schwarz, Prof. Holger; Avrutin, Prof. Viktor |
Eingabedatum | 16. September 2022 |
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