Balitsky-Kovchegov evolution 1color glass condensate 1dipole amplitude 1gluon saturation 1physics-informed neural networks 1
From the 1 of 3 linked papers with an AI index.
3 papers
hep-ph2026
Fourier Transforms of Color Glass Condensate Multi-Wilson-Line Correlators via Filon Quadrature
Haowu Duan, Si-Wei Dai, Cong Yi +1
Calculating cross sections in the Color Glass Condensate effective theory requires Fourier transforms of multi-Wilson-line correlators from transverse coordinate space to transvers…
hep-ph2026
Unbiased Data-Driven Determination of the Nuclear Dipole Amplitude in the Color Glass Condensate
Si-Wei Dai, Haowu Duan, Long-Gang Pang +4
The paper presents a physics‑informed neural‑network method that embeds the Balitsky‑Kovchegov evolution to extract the nuclear gluon dipole amplitude directly from data, yielding…
hep-ph2026
Physics-Informed Global Extraction of the Universal Small- Dipole Amplitude
Si-Wei Dai, Fu-Peng Li, Long-Gang Pang +4
We extract the universal small- dipole scattering amplitude from a global analysis based on a physics-informed neural network (PINN), without imposing a priori MV-typ…