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Generalized Parton Distributions from Symbolic Regression

hep-ph · 2025-04-17 · conditional · novelty 6.0

Symbolic regression fits to lattice QCD and model GPDs show that the isovector GPD H_{u-d} approximately factorizes in x and t in the trained kinematic region, and a new Taylor-coefficient clustering criterion (ECC) groups the many fits into a few stable solution families.

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  • Generalized Parton Distributions from Symbolic Regression hep-ph · 2025-04-17 · conditional · none · ref 7

    Symbolic regression fits to lattice QCD and model GPDs show that the isovector GPD H_{u-d} approximately factorizes in x and t in the trained kinematic region, and a new Taylor-coefficient clustering criterion (ECC) groups the many fits into a few stable solution families.