6 papers
Demonstrating CBM Capabilities by Baryon Reconstruction in Ni+Ni Collisions with the mCBM Experiment at SIS18 of GSI/FAIR
CBM Collaboration, A. Agarwal, Z. Ahammed +338
The Compressed Baryonic Matter (CBM) experiment at the upcoming Facility for Antiproton and Ion Research (FAIR) is a high-rate fixed-target experiment designed to investigate nucle…
Conceptual Design Report for FAIR Computing
Johan Messchendorp, Mohammad Al-Turany, Volker Friese +10
This Conceptual Design Report (CDR) presents the plans of the computing infrastructure for research at FAIR, Darmstadt, Germany. It presents the computing requirements of the vario…
Application of Geometric Deep Learning for Tracking of Hyperons in a Straw Tube Detector
Adeel Akram, Xiangyang Ju, Michael Papenbrock +3
We present track reconstruction algorithms based on deep learning, tailored to overcome specific central challenges in the field of hadron physics. Two approaches are used: (i) dee…
4D Track Reconstruction on Free-Streaming Data at PANDA at FAIR
Jenny Taylor, Michael Papenbrock, Tobias Stockmanns +4
A new generation of experiments is being developed, where the challenge of separating rare signal processes from background at high intensities requires a change of trigger paradig…
Reconstructing charged-particle trajectories in the PANDA Straw Tube Tracker using the LOcal Track Finder (LOTF) algorithm
Simon Gazagnes, Nasser Kalantar-Nayestanaki, Johan G. Messchendorp +3
We present the LOcal Track Finder (LOTF) algorithm, a method that performs charged-particle trajectory reconstruction using the Straw Tube Tracker, one of the central trackers of t…
A Generalized Approach to Longitudinal Momentum Determination in Cylindrical Straw Tube Detectors
W. Ikegami Andersson, A. Akram, T. Johansson +5
The upcoming PANDA experiment at FAIR will be among a new generation of particle physics experiments to employ a novel event filtering system realised purely in software, i.e. a so…