4 papers
Isolating chirality-breaking SMEFT operators with Drell-Yan angular analysis
Samuele Grossi, Xu Li, Lorenzo Rolla +1
We present a comprehensive strategy to isolate the effect of a class of chirality-breaking interactions in the Standard Model Effective Field Theory (SMEFT) by exploiting Drell-Yan…
Comparing Generative Models with the New Physics Learning Machine
Samuele Grossi, Marco Letizia, Riccardo Torre
The rise of generative models for scientific research calls for the development of new methods to evaluate their fidelity. A natural framework for addressing this problem is two-sa…
Refereeing the Referees: Evaluating Two-Sample Tests for Validating Generators in Precision Sciences
Samuele Grossi, Marco Letizia, Riccardo Torre
We propose a robust methodology to evaluate the performance and computational efficiency of non-parametric two-sample tests, specifically designed for high-dimensional generative m…
More variables or more bins? Impact on the EFT interpretation of Drell-Yan measurements
Samuele Grossi, Riccardo Torre
We generalize previous studies on constraining operators of the Standard Model Effective Field Theory using Drell-Yan (DY) measurements to include at the same time all relevant ope…