Search Results for author: Benjamin Huth

Found 2 papers, 0 papers with code

Combined track finding with GNN & CKF

no code implementations29 Jan 2024 Lukas Heinrich, Benjamin Huth, Andreas Salzburger, Tilo Wettig

The application of Graph Neural Networks (GNN) in track reconstruction is a promising approach to cope with the challenges arising at the High-Luminosity upgrade of the Large Hadron Collider (HL-LHC).

Machine learning for surface prediction in ACTS

no code implementations6 Aug 2021 Benjamin Huth, Andreas Salzburger, Tilo Wettig

We present an ongoing R&D activity for machine-learning-assisted navigation through detectors to be used for track reconstruction.

BIG-bench Machine Learning

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