Published September 25, 2025
| Version v1
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Applying BLAS-Based Graph Algorithms to GPGPU-based Track Reconstruction
Authors/Creators
Contributors
Supervisor (2):
-
1.
University of Amsterdam
-
2.
European Organization for Nuclear Research
- 3. University of Innsbruck (AT)
Description
This project investigates matrix- and graph-based methods for ATLAS track reconstruction using GraphBLAS primitives. We represent detector hits as graphs, experiment with multiple semi-rings, and eventually develop an algorithm which allows for the high degree of parallelism. Evaluated on muon track data, the approach yields consistent results.
Files
GraphBLAS_final.pdf
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Additional details
CERN
- Department
- EP - Experimental Physics Department
- Experiment
- ATLAS