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Flow Over a Cylinder: Simulation Datasets Using JAX-Fluids (Re = 10–800)

Jiao, Yu

2025

: Technical University of Munich

Online
DOI: 10.14459/2025MP1788420
10.14459/2025MP1788420

Projekte

1. NFDI4Ing Task Area DORIS - Task Area DORIS - high performance measurement and computation (442146713-DORIS) (442146713-DORIS)
2. DFG project G:(GEPRIS)442146713 - NFDI4ING – Nationale Forschungsdateninfrastruktur für die Ingenieurwissenschaften (442146713) (442146713)

Inhaltliche Beschreibung (Schlagwörter)
GPU (Genormte SW) ; AI (Genormte SW) ; CFD (Genormte SW) ; RDM (Genormte SW) ; Research Data Management (Genormte SW) ; Metadata (Genormte SW) ; FAIR Digital Object (Genormte SW)

Kurzfassung
This dataset contains computational fluid dynamics (CFD) simulations of flow past a cylinder across Reynolds numbers (Re) ranging from 10 to 800, generated using the JAX-Fluids 2.0 solver (https://github.com/tumaer/JAXFLUIDS) developed by TUM Chair of Aerodynamics and Fluid Mechanics (Deniz A Bezgin, Aaron B Buhendwa, Nikolaus A Adams). The dataset serves as a demonstration of scientific data management practices, with simulation results accompanied by comprehensive metadata documenting the computational setup and parameters. The included metadata showcases effective data management approaches for CFD studies while maintaining focus on the solver's capabilities. LRZ AI Systems provides GPU resources, while NFDI4ING provides funding for research data management.

Dokumenttyp
Dataset

Herkunft
Externe Einrichtung

Sprache
English

Interne Identnummern
RWTH-2025-10704
Datensatz-ID: 1023733