54 citations · 248 across the 33 of their papers we have counts for
4 papers · 1 filter
Rejection Sampling with Autodifferentiation - Case study: Fitting a Hadronization Model
Nick Heller, Phil Ilten, Tony Menzo +5
We present an autodifferentiable rejection sampling algorithm termed Rejection Sampling with Autodifferentiation (RSA). In conjunction with reweighting, we show that RSA can be use…
Describing Hadronization via Histories and Observables for Monte-Carlo Event Reweighting
Christian Bierlich, Phil Ilten, Tony Menzo +5
We introduce a novel method for extracting a fragmentation model directly from experimental data without requiring an explicit parametric form, called Histories and Observables for…
Direct CKM determination from W decays at future lepton colliders
David Marzocca, Manuel Szewc, Michele Tammaro
We project the reach of future lepton colliders for measuring CKM elements from direct observations of decays. We focus our attention to and determination…
Improvement and generalization of ABCD method with Bayesian inference
Ezequiel Alvarez, Leandro Da Rold, Manuel Szewc +3
To find New Physics or to refine our knowledge of the Standard Model at the LHC is an enterprise that involves many factors. We focus on taking advantage of available information a…