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Application of the transformer architecture to position-sensitive silicon detector simulation
Dimitar Djorlev, Uroš Lotrič, Tadej Novak, Branko Šter
Diplomsko delo
Oznake: transformers;silicon detectors;CERN;computer and information science;diploma thesis;
This thesis explores the use of generative machine learning in particle physics, with a particular focus on simulating the detection and reconstruction of muon trajectories in colliders such as the Large Hadron Collider (LHC) at CERN. The goal of the thesis is to develop a generative model based on ...
Leto: 2025 Vir: Fakulteta za računalništvo in informatiko (UL FRI)
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