From the 1 of 3 linked papers with an AI index.
3 papers
hep-ph2026
Comment on 'Primary Dimensions'
G. Buchalla, O. CatÃ, A. Celis +1
The authors argue that the concept of primary dimensions for organizing chiral Lagrangians is inconsistent and explain the correct power‑counting based on chiral dimensions, especi…
hep-ph2025
Modern Machine Learning for LHC Physicists
Tilman Plehn, Anja Butter, Barry Dillon +3
Depending on the point of view, modern machine learning is either providing an unprecedented boost to the numerical methods of particle physics, or it is transforming the way we do…
hep-ph2025
Normalizing Flows for High-Dimensional Detector Simulations
Florian Ernst, Luigi Favaro, Claudius Krause +2
Whenever invertible generative networks are needed for LHC physics, normalizing flows show excellent performance. In this work, we investigate their performance for fast calorimete…