20 citations · 53 across the 6 of their papers we have counts for
5 papers · 1 filter
tZ FCNC Case study: LLM Application in signal/Background discrimination analyses in Particle Physics
A. Saqlain, Z. E. Çabukoğlu, J. Smiesko +1
We present a case study exploring the potential of OpenAI's o3 model as a process-agnostic tool (within fixed topology) for predicting optimized selection cuts in high-energy physi…
Pileup density estimate independent on jet multiplicity
Peter Berta, Juraj Smieško, Martin Spousta
The hard-scatter processes in hadronic collisions are often largely contaminated with soft background coming from pileup in proton-proton collisions, or underlying event in heavy-i…
Novel Heavy-Quark Physics Phenomena
S. J. Brodsky, G. I. Lykasov, A. V. Lipatov +1
We review the current understanding of heavy quark parton distributions in nucleons and their impact on deep inelastic scattering, collider physics, and other processes at high ene…
Constraints on the intrinsic charm content of the proton from recent ATLAS data
V. A. Bednyakov, S. J. Brodsky, A. V. Lipatov +4
Constraints on the intrinsic charm probability $\wccm = P_{{\mathrm{c}\bar \mathrm{c}} / \mathrm{p}}$ in the proton are obtained for the first time from LHC measurements. The ATLAS…
The Physics of Heavy Quark Distributions in Hadrons: Collider Tests
S. J. Brodsky, V. A. Bednyakov, G. I. Lykasov +2
We present a review of the current understanding of the heavy quark distributions in the nucleon and their impact on collider physics. The origin of strange, charm and bottom quark…