240 citations · 1.2k across the 35 of their papers we have counts for
3 papers · 1 filter
GPT-like transformer model for silicon tracking detector simulation
Tadej Novak, Borut Paul Kerševan
Simulating physics processes and detector responses is essential in high energy physics and represents significant computing costs. Generative machine learning has been demonstrate…
Physics Briefing Book: Input for the 2026 update of the European Strategy for Particle Physics
Jorge de Blas, Monica Dunford, Emanuele Bagnaschi +127
The European Strategy for Particle Physics (ESPP) reflects the vision and presents concrete plans of the European particle physics community for advancing human knowledge in fundam…
Neural Fake Factor Estimation Using Data-Based Inference
Jan Gavranovič, Lara Čalić, Jernej Debevc +2
In a high-energy physics data analysis, the term "fake" backgrounds refers to events that would formally not satisfy the (signal) process selection criteria, but are accepted nonet…