570 citations · 2.2k across the 29 of their papers we have counts for
34 papers
A Dispersive Look at Rare -meson Semileptonic Decays
Marco Ciuchini, Marco Fedele, Ayan Paul +5
Rare semileptonic flavour-changing neutral current transitions provide stringent tests of the Standard Model. Their interpretation is limited by hadronic uncertainties, n…
High-precision regressors for particle physics
Fady Bishara, Ayan Paul, Jennifer Dy
Monte Carlo simulations of physics processes at particle colliders like the Large Hadron Collider at CERN take up a major fraction of the computational budget. For some simulations…
Constraints on Lepton Universality Violation from Rare Decays
Marco Ciuchini, Marco Fedele, Enrico Franco +3
The LHCb collaboration has very recently released a new study of and () decays, testing lepton universality w…
Machine learning the trilinear and light-quark Yukawa couplings from Higgs pair kinematic shapes
Lina Alasfar, Ramona Gröber, Christophe Grojean +2
Revealing the Higgs pair production process is the next big challenge in high energy physics. In this work, we explore the use of interpretable machine learning and cooperative gam…
Interpretable machine learning in Physics
Christophe Grojean, Ayan Paul, Zhuoni Qian +1
Adding interpretability to multivariate methods creates a powerful synergy for exploring complex physical systems with higher order correlations while bringing about a degree of cl…
Violation of custodial symmetry from W-boson mass measurements
Ayan Paul, Mauro Valli
The new measurement of the -boson mass from the CDF collaboration shows a significant tension with the Standard Model prediction. We quantify this discrepancy within a state-of-…