Determination of the initial condition for the Balitsky-Kovchegov equation with transformers
This paper demonstrates that a transformer model can efficiently predict the energy evolution of the dipole amplitude governed by the Balitsky-Kovchegov equation, enabling rapid fitting of its initial condition to HERA deep inelastic scattering data and revealing that a smaller starting evolution point yields better agreement with experimental results.