Neural Network Representation of Generalized Parton Distributions (NNGPD)
Published in arXiv preprint arXiv:2605.06994, 2026
Generalized parton distributions encode the three-dimensional structure of the nucleon, but their functional form is not known a priori and hand-chosen parameterisations impose assumptions that are hard to justify. This work represents them with neural networks instead, letting the data constrain the shape.
Recommended citation: Jitao Xu, H. Jang, Z. Panjsheeri, G. W. Chern, Y. Li, S. Liuti, D. Adams, et al. (2026). "Neural Network Representation of Generalized Parton Distributions (NNGPD)." arXiv preprint arXiv:2605.06994.
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