1 citations · 1 across the 3 of their papers we have counts for
3 papers
VERaiPHY -- Validation & Evaluation for Robust AI in PHYsics
Gaia Grosso, Ramon Winterhalder, Lydia Brenner +2
Modern machine learning is leading to substantial gains in precision, flexibility, and computational efficiency in fundamental physics. Statistical validation, uncertainty quantifi…
Systematic Uncertainties in Unfolding Considering the Likelihood Formalism
Lydia Brenner, Carsten Burgard, Vincent Alexander Croft
This paper describes the treatment of systematic uncertainties in a Likelihood formalism. RooUnfold, which includes most of the unfolding methods that are commonly used in particle…
Effective Lagrangian Morphing
Rahul Balasubramanian, Lydia Brenner, Carsten Burgard +1
With the LHC entering the precision era, focus on interpreting the measurements performed in an effective field theory holds key to testing the Standard Model. An effective field t…