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
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…
hep-ph2025
Spin correlations and Bell nonlocality in pair production from collisions with a thrust cut
Shi-Jia Lin, Ming-Jun Liu, Ding Yu Shao +1
We present a comprehensive theoretical study of spin correlations in production from annihilation, providing the theoretical predictions for the Belle II experi…