4-8 November 2024
Mexico/General timezone
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Contribution

Accelerating High-Energy Collisions Calculations using analytic models to describe effective PDFs.

Speakers

  • Mr. Salvador A. OCHOA-OREGON

Primary authors

Co-authors

Content

Parton Distribution Functions (PDFs) are universal, non-perturbative quantities that play a pivotal role in high-energy particle collisions. They are derived from fits to experimental data, and their scale dependence is governed by the DGLAP evolution equations. This presentation introduces machine-assisted strategies that directly incorporate scale evolution, obtaining analytical approximations of PDFs as functions of $x$ and $Q^2$, accounting for next-to-leading order effects in Quantum Chromodynamics (QCD). Our approach achieves a 50% reduction in computational time for evaluating the distributions while maintaining precision in the simulations.