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hep-ph2026
Neural Fake Factor Estimation Using Data-Based Inference
Jan GavranoviÄ, Lara ÄaliÄ, 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…
hep-ph2024
Systematic Evaluation of Generative Machine Learning Capability to Simulate Distributions of Observables at the Large Hadron Collider
Jan GavranoviÄ, Borut Paul KerÅ¡evan
Monte Carlo simulations are a crucial component when analysing the Standard Model and New physics processes at the Large Hadron Collider. This paper aims to explore the performance…